Abdellatif Zaidi
Associate Professor
Université Paris-Est Marne la Vallée
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Publications
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Dissertations
- Habilitation (Habilitation à Diriger des Recherches, HDR):
Communication, Compression and Security in Cooperative Networks. Benefits of Random States.
Université Paris-Est, France, Oct. 2016.
- Doctoral Thesis:
[ ps.gz file ]
Coding with channel state information.
Application to securing multimedia transmission over cellular networks.
École Nationale Supérieure de Télécommunications (TELECOM ParisTech), Mar. 2006.
- Master of Science Thesis:
Soft-decoding of Long Reed-Solomon Codes.
École Nationale Supérieure de Télécommunications (TELECOM ParisTech), Nov. 2003.
- Bachelor of Science Thesis:
MAC-PHY Layer Interaction in Universal Mobile Telecommunications
System (UMTS).
École Nationale Supérieure de Techniques Avancées (ENSTA ParisTech), Oct. 2002
Books/Book Chapters
- " Information Theory for Data Communication and Processing,"
[ pdf file ]
S. Shamai (Shitz) and A. Zaidi, edited by Entropy (Basel) 2020 Nov. 3, 22(11): E1250. doi: 10.3390/e22111250. PMID: 33287018.
- " Techniques for Multiple Watermarking,"
[ pdf file ]
A. Zaidi,
ch. 13 of the book Advanced Techniques in Multimedia Watermarking:
Image, Video and Audio Applications edited by A. M. Al-Haj, IGI Global, June 2010, pp. 324-343.
Journal Publications
Preprints
- " Data-dependent generalization bounds via variable size compressibility ,"
pdf file"
M.Sefidgaran and A. Zaidi,
IEEE Trans. on Information Theory, submitted for publication, Jun. 2023.
- " In-network learning: Data importance, scheduling and power allocation,"
A. Zaidi and M. Modoveanu and P. Krasnowski,
IEEE Trans. on Communications , in revision for publication, 2022.
- " Scalable Vector Gaussian Information Bottleneck,"
M.-M. Mahvari and M. Kobayashi and A. Zaidi,
Journal of Machine Learning Research (JMLR) , submitted for publication, 2022.
Published or Accepted
- " In-Network Learning: Distributed Training and Inference in Networks ,"
pdf file"
M. Moldoveanu and A. Zaidi,
Entropy Journal. Special issue: Theory and Application of the Information Bottleneck Method. March 2023.
- " Distributed Testing Against Conditional Independence: Optimal Rates-Exponent Region and Testing Under Gaussian Noise ,"
pdf file"
A. Zaidi,
IEEE Trans. on Inf. Theory, accepted for publication, Aug. 2022.
- " Distributed Variational Representation Learning ,"
I.-E. Aguerri and A. Zaidi,
IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 43, No. 1, January 2021, pp. 120-138.
- " Distributed Hypothesis Testing: Cooperation and Concurrent Detection ,"
P. Escamilla and M. Wigger and A. Zaidi,
IEEE Trans. on Inf. Theory, Vol. 66, No. 12, Dec. 2020, pp. 7550-7564.
- " Vector Gaussian CEO Problem Under Logarithmic Loss and Applications ,"
Y. Ugur and I.-E. Aguerri and A. Zaidi,
IEEE Trans. on Inf. Theory, Vol. 66, No. 66, July 2020, pp. 4183-4202.
- " On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views ,"
A. Zaidi and I.-E. Aguerri and S. Shamai
Entropy, Special Issue on Information Theory for Data Communication and Compression , 2020.
- " Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding ,"
Y. Ugur and G. Arvanitakis and A. Zaidi
Entropy, Special Issue on Information Theory for Data Communication and Compression , 2020.
- " On the Capacity of Cloud Radio Access Networks with Oblivious Processing ,"
I.-E. Aguerri and A. Zaidi and G. Caire and S. Shamai (Shitz),
IEEE Trans. on Inf. Theory, Vol. 65, No. 07, July 2019, pp. 4575-4596.
- " On Achievability for Downlink Cloud Radio Access Networks with Base Station Cooperation ,"
C.-Y. Wang and M. Wigger and A. Zaidi,
IEEE Trans. on Inf. Theory, Vol. 64, No. 08, Aug. 2018, pp. 5726-5742.
- " Rate-Distortion Region of a Gray-Wyner Model with Side Information ,"
M. Benammar and A. Zaidi,
Entropy, Special Issue on "Rate-Distortion Theory and Information Theory", 2017
- " In-network compression for multiterminal cascade MIMO systems ,"
pdf file
I. Estella Aguerri and A. Zaidi,
IEEE Trans. on Communications, Vol. 65, No. 10, Oct. 2017, pp. 4176-4187.
- "Rate-Distortion Function for a Heegard-Berger Problem with Two Sources and Degraded Reconstruction sets,"
M. Benammar and A. Zaidi,
IEEE Trans. on Inf. Theory, Vol. 62, No. 09, Sep. 2016.
- "Lossy Compression for Compute-and-Forward in Limited Backhaul Uplink Multicell Processing ,"
I. Estella Aguerri and A. Zaidi,
IEEE Trans. on Communications, Vol. 64, No. 12, Dec. 2016, pp. 5227-5238.
- "On MISO Broadcast Channel With Alternating CSIT and Secrecy Constraints,"
[ pdf file ]
Z. H. Awan, A. Zaidi and A. Sezgin,
IEEE Trans. on Information Forensics and Security, Vol. 11, No. 08, Aug. 2016.
- "Compute-and-Forward on a Multi-User Multi-Relay Channel,"
[ pdf file ]
M. El Soussi and A. Zaidi and L. Vandendorpe,
IEEE Trans. on Wireless Communications, Vol. 3, No. 6, 2014, pp. 589-592, 2014.
- "On Cooperative Multiple Access Channels with Delayed CSI at Transmitters,"
[ pdf file ]
A. Zaidi and S. Shamai (Shitz),
IEEE Trans. on Inf. Theory, Vol. 60, No. 10, 2014, pp. 6204-6230 (N# Best Paper Award).
- "DF-based Sum-rate Optimization for Multicarrier Multiple Access Relay Channel,"
[ pdf file ]
M. El Soussi and A. Zaidi and L. Vandendorpe,
Eurasip Journal on Wireless Communications and Networking , doi:10.1186/s13638-015-0361-y, May 2015.
- "Achievable Rate Regions for Two-Way Relay
Channel using Nested Lattice Coding,"
[ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel,
IEEE Trans. on Wireless Communications, Vol. 13, No. 10, Oct. 2014, pp. 5607-5620.
- "Secure Degrees of Freedom of MIMO X-Channels with Output Feedback and Delayed CSIT,"
[ pdf file ]
A. Zaidi, Z. H. Awan, S. Shamai (Shitz) and L. Vandendorpe,
IEEE Trans. on Information Forensics and Security, Vol. 8, No. 11, Nov. 2013, pp. 1760-1774.
- "Capacity Region of Cooperative Multiple Access Channel with States,"
[ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz),
IEEE Trans. on Inf. Theory, Vol. 59, No. 10, 2013, pp. 6153-6174
- "Full Secrecy for the Wiretap Channel With State Information Available at Both Encoder and Decoder","
[ pdf file ]
M. Le Treust and A. Zaidi,
Tech. report, 2013.
- "Compute-and-Forward on a Multiaccess Relay Channel: Coding and Symmetric-Rate Optimization,"
[ pdf file ]
M. El Soussi and A. Zaidi and L. Vandendorpe,
IEEE Trans. on Wireless Communications, Vol. 13, No. 4, Ap. 2014, pp. 1932-1947.
- "Multiaccess Channel with Partially Cooperating Encoders and Security Constraints,"
[ pdf file ]
Z. H. Awan, A. Zaidi and L. Vandendorpe,
IEEE Trans. on Information Forensics and Security, Vol. 8, No. 7, Jul. 2013, pp. 1243-1254.
- "Bounds on the Capacity of the Relay Channel with Noncausal State at Source,"
[ pdf file ]
A. Zaidi, S. Shamai (Shitz), P. Piantanida and L. Vandendorpe,
IEEE Trans. on Inf. Theory, Vol. 59, No. 5, May 2013, pp. 2639-2672.
- "Secure Communication over Parallel Relay
Channel,"
[ pdf file ]
Z. H. Awan, A. Zaidi and L. Vandendorpe,
IEEE Trans. on Information Forensics and Security, Vol. 7, No. 2, April 2012, pp. 359-371.
- "On the Lambert-W Function for Constrained Resource Allocation in Cooperative Networks,"
[ pdf file ]
F. Brah, A. Zaidi, J. Louveaux and L. Vandendorpe,
Eurasip Journal on Wireless Communications and Networking, special issue on "Recent Advances in Multiuser MIMO Systems", accepted for publication, April 2011
- "Cooperative Relaying with State Available Non-Causally
at the Relay,"
[ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, and L. Vandendorpe,
IEEE Trans. Inf. Theory, vol. 5, no. 56, pp. 2272-2298, May 2010.
- "Lower Bounds on the Capacity of the Relay Channel with States
at the Source,"
[ pdf file ]
A. Zaidi, and L. Vandendorpe,
Eurasip Journal on Wireless Communications and Networking, Article ID 634296, doi:10.1155/2009/634296, pp. 1-23, Feb. 2009.
- "Coding Schemes for Relay-Assisted Information Embedding,"
[ pdf file ]
A. Zaidi, and L. Vandendorpe,
IEEE Transactions on Information Forensics and Security, vol. 4, no. 1, pp. 70-85, Jan. 2009.
- "On the Sensitivity of Decode-and-Forward and Quantize-and-Forward to
Small Additive Gaussian Noise,"
A. Zaidi,
IEEE Trans. on Wireless Communications, 2010.
- "Rate Optimized Power Allocation for DF-Relayed OFDM Transmission under
Sum and Individual Power Constraints,"
[ pdf file ]
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi,
Eurasip Journal on Wireless Communications and Networking, Article ID 814278, doi:10.1155/2009/814278. pp. 1-9, Mar. 2009
- "On Rate and BER Analysis in Finite-Dimensional Lattice Coding for
Dirty Paper Coding,"
[ pdf file ]
A. Zaidi, and P. Duhamel,
Elsevier, International Journal of Electronics and Communications, doi:10.1016/j.aeue.2009.02.010, vol. 64, issue 5, May 2010, pp. 450-464.
- "Broadcast- and MAC-Aware Coding Strategies for Multiple User
Information Embedding,"
[ pdf file ]
A. Zaidi, P. Piantanida, and P. Duhamel,
IEEE Transactions on Signal Processing, vol. 55, pp. 2974-2992, Jun. 2007.
- "Audio Watermarking under Desynchronization and Additive Noise
Attacks,"
[ pdf file ]
A. Zaidi, R. Boyer, and P. Duhamel,
IEEE Transactions on Signal Processing, vol. 54, no. 2, pp. 570-584, Feb. 2006.
Conference Papers
- " Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD "
[ pdf file" ]
Y. Wan and M. Barsbey and A. Zaidi and U. Simsekli,
The Fourty-first International Conference on Machine Learning (ICML 2024), Vienna, Austria, accepted for publication, 2024.
- " Federated Learning: You may communicate less often !"
[ pdf file" ]
M. Sefidgaran and R. Chor and A. Zaidi and Y. Wan,
The Fourty-first International Conference on Machine Learning (ICML 2024), Vienna, Austria, accepted for publication, 2024.
- " Data-Dependent Generalization Bounds via Variable-size Compressibility"
[ pdf file" ]
M. Sefidgaran and A. Zaidi,
in Proc. of International Symposium on Information Theory (ISIT) , Athens, Jul. 2024.
- " Minimal Communication-Cost Statistical Learning"
M. Sefidgaran and A. Zaidi and P. Krasnowski,
in Proc. of International Symposium on Information Theory (ISIT) , Athens, Jul. 2024.
- " Minimum Description Length and Generalization Guarantees for Representation Learning "
[ pdf file" ]
M. Sefidgaran and P. Krasnowski and A. Zaidi,
Proc. of the Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, USA, Nov. 2023.
- " More Communication Does Not Result in Smaller Generalization Error in Federated Learning"
[ pdf file" ]
R. Chor and M. Sefidgaran and A. Zaidi,
in Proc. of International Symposium on Information Theory (ISIT) , April 2023.
- " A new framework for training in-network models over discrete channels"
M. Moldoveanu and A. Zaidi and A. Rachedi,
in Proc. of International Conference on Learning Representations (ICLR). Workshop Ml4IoT , accepted for publication, April 2023.
- " Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning ,"
pdf file"
M. Sefidgaran, R. Chor and A. Zaidi,
The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), accepted for publication, 2022.
- " In-network Learning for Distributed Training and Inference in Networks ,"
M. Moldoveanu and A. Zaidi,
2021 IEEE Globecom Workshops (GC Wkshps), accepted for publication .
- " On in-network learning: a comparative study with Federated and Split learning ,"
M. Moldoveanu and A. Zaidi,
22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, Lucca, Italy, Sep. 2021, accepted for publication .
- " On learning parametric distributions from their quantized samples ,"
S. Sarbu and A. Zaidi,
IEEE International Symposium on Information Theory (ISIT), Melbourne, Victoria, Australia, Jun.-Jul. 2021, accepted for publication , 2021.
- " Scalable vector Gaussian information bottleneck ,"
M. Mahdi Mahvari and M. Kobayashi and A. Zaidi,
IEEE International Symposium on Information Theory (ISIT), Melbourne, Victoria, Australia, Jun.-Jul. 2021, accepted for publication , 2021.
- " Minimax rates in Wasserstein distance for kernel density estimation ,"
S. Sarbu and A. Zaidi,
The 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021), submitted for publication , 2021.
- " Hypothesis Testing Against Independence under Gaussian Noise ,"
A. Zaidi,
IEEE Int. Symp. on Information Theory, ISIT , Los Angeles, CA, USA, 2020, pp. 1289-1294.
- " Some Results on the Vector Gaussian Hypothesis Testing Problem ,"
P. Escamilla and A. Zaidi and M. Wigger,
IEEE Int. Symp. on Information Theory, Los Angeles, CA, USA, 2020, pp. 2421-2425.
- " On the Information Bottleneck Problems ,"
A. Zaidi and S. Shamai (Shitz),
in Proc. of Zurich Seminar on Information and Communication, IZS - accepted for publication , Zurich, Switzerland, Feb. 2020.
- " Rate-exponent region of a class of distributed hypothesis testing against conditional independence ,"
A. Zaidi and I.-E. Aguerri,
in Proc. of IEEE Info. Theory Workshop, ITW - accepted for publication , Visby, Gotland, sweeden, 2019.
- " Perspectives on information bottleneck ,"
A. Zaidi and S. Shamai,
in Proc. of IEEE Information Theory and Applications, ITA , San Diego, USA, Feb. 2019.
- " Distributed Hypothesis Testing with Collaborative Detection ,"
P. Escamilla, A. Zaidi and M. Wigger,
in Proc. of 56th Annual Allerton Conf. on Communications, Control, and Computing, Monticello, IL, USA, Sep. 2018.
- " Vector Gaussian CEO Problem under Logarithmic Loss ,"
Y. Ugur, I. Estella Aguerri and A. Zaidi,
IEEE Information Theory Workshop, ITW 2018,
accepted for publication, Huangzhou, China, 2018.
- " Distributed Hypothesis Testing with Concurrent Detection ,"
P. Escamilla and M. Wigger and A. Zaidi,
IEEE Int. Symp. on Information Theory, ISIT 2018,
accepted for publication, Vail Colorado, USA, 2018.
- " Distributed Information Bottleneck Method for Discrete and Gaussian Sources ,"
I. Estella Aguerri and A. Zaidi,
IEEE Int. Zurich Seminar on Information and Communications, IZS 2018,
to appear, Zurich, Switzerland, Feb. 2018.
- " A Generalization of Blahut-Arimoto Algorithm to Compute Rate-Distortion Regions of Multiterminal Source Coding Under Logarithmic Loss ,"
Y. Ugur and I. Estella Aguerri and A. Zaidi,
IEEE Info. Theory Workshop, ITW 2017,
to appear, Kaohsiung, Taiwan, 2017.
- " Two-Encoder Multiterminal Source Coding With Side Information Under Logarithmic Loss ,"
A. Zaidi,
IEEE Int. Symp. on Info. Theory, ISIT 2017,
to appear, Aachen, Germany, 2017.
- " On the Capacity of Cloud Radio Access Networks with Oblivious Relaying ,"
I. Estella Aguerri and A. Zaidi and G. Caire and S. Shamai (Shitz),
IEEE Int. Symp. on Info. Theory, ISIT 2017,
to appear, Aachen, Germany, 2017.
- " Rate-Distortion Regions of Instances of Cascade Source Coding with Side Information ,"
C.-Y. Wang and A. Zaidi,
IEEE Int. Symp. on Info. Theory, ISIT 2017,
to appear, Aachen, Germany, 2017.
- " Rate-Distortion Region of a Gray-Wyner Problem with Side-Information ,"
M. Benammar and A. Zaidi,
IEEE Int. Symp. on Info. Theory, ISIT 2017,
to appear, Aachen, Germany, 2017.
- " In-network compression for multiterminal cascade MIMO systems ,"
I. Estella Aguerri and A. Zaidi,
IEEE Conf. on Communications, ICC 2017,
to appear, Paris, France, 2017.
- " On Achievability for Downlink Cloud Radio Access Networks with Base Station Cooperation ,"
C.-Y. Wang and M. Wigger and A. Zaidi,
Workshop on "Cloud-Assisted Radio Access Networks", IEEE Wireless Communications and Networking Conf.,
to appear, San Francisco, USA, 2017.
- " Rate-Distortion Regions of Heegard-Berger Problem with Successive Refinment and Scalable Coding,"
M. Benammar and A. Zaidi,
54th Annual Allerton Conf. on Communications, Control, and Computing,
to appear, Monticello, IL, USA, Sep. 2016.
- " On Lossy Source Coding with Equivocation Constraints ,"
M. Benammar and A. Zaidi,
IEEE Info. Theory Workshop, ITW,
to appear, Cambridge, UK, 2016.
- " Lossy Compression for Compute-and-Forward in Limited Backhaul Wireless Relay Networks, ,"
I. Estella Aguerri and A. Zaidi,
IEEE Info. Theory Workshop, ITW,
to appear, Cambridge, UK, 2016.
- " Lossy Source and Gray-Wyner Source Coding ,"
M. Benammar and A. Zaidi,
IEEE Sympo. on Info. Theory, ISIT,
pp. 2454-2458, Barcelona, Spain, 2016.
- " On SDoF of Multi-Receiver Wiretap Channel With Alternating CSIT ,"
Z. Awan and A. Zaidi and A. Sezgin,
IEEE Sympo. on Info. Theory, ISIT,
to appear, Barcelona, Spain, 2016.
- " Quantized Compute-and-Forward for Limited Backhaul Uplink Multicell Processing ,"
I. Estella Aguerri and A. Zaidi,
IEEE Int. Conf. on Communications, ICC,
to appear, Kuala Lumpur, Malaysia, May 2016.
- " Rate-Distortion of a Heegard-Berger Problem with Common Reconstruction ,"
M. Benammar and A. Zaidi,
2016 Int. Zurich Seminar on Communications,
ato appear, Zurich, Switzerland, Mar. 2016.
- " Rate-Distortion Function for a Heegard-Berger Problem with Two Sources and Degraded Reconstruction sets ,"
M. Benammar and A. Zaidi,
IEEE Int. Theory Workshop, ITW,
accepted for publication, Jeju Island, South Korea, Oct. 2015.
- " On Two Terminal Interactive Source Coding for Function Computation with Remote Sources ,"
A. Zaidi,
IEEE Int. Theory Workshop, ITW,
accepted for publication, Jeju Island, South Korea, Oct. 2015.
- " Partial Compute-Compress-and-Forward for Limited Backhaul Uplink Multicell Processing ,"
I. Estella Aguerri and A. Zaidi,
53rd Annual Allerton Conf. on Communications, Control and Computing, Allerton,
to appear for publication, Monticello, IL, USA, Oct. 2015.
- " Bounds on the Benefits of Interaction in Distributed Source Coding for Function Computation,"
A. Zaidi, M.-A. Moussa and R. Timo,
IEEE Int. Symp. on Wireless Communication Systems (ISWCS),
to appear for publication, Bruxelles, Belgium, Aug. 2015. (Invited paper) .
- " Lossless Source Coding for a Heegard-Berger Problem with Two Sources and Degraded Reconstruction sets,"
M. Benammar and A. Zaidi,
IEEE Int. Symp. on Wireless Communication Systems (ISWCS),
to appear for publication, Bruxelles, Belgium, Aug. 2015. (Invited paper) .
- " Achievable Regions for Interference Channels with Generalized and Intermittent Feedback ," [ pdf file ]
A. Zaidi,
IEEE Int. Symp. Inf. Theory,
accepted for publication, Hawai, USA, Jul. 2014.
- " Asymmetric Cooperative Multiple Access Channels with Delayed CSI ," [ pdf file ]
A. Zaidi and S. Shamai (Shitz),
IEEE Int. Symp. Inf. Theory,
accepted for publication, Hawai, USA, Jul. 2014.
- " Achievable Secure Degrees of Freedom of MISO Broadcast Channel With Alternating CSIT ," [ pdf file ]
Z. Awan and A. Zaidi and A. Sezgin,
IEEE Int. Symp. Inf. Theory,
accepted for publication, Hawai, USA, Jul. 2014.
- " Secure Degrees of Freedom of X-Channel with Output Feedback and Delayed CSIT," [ pdf file ]
A. Zaidi, Z. Awan, S. Shamai (Shitz) and L. Vandendorpe,
IEEE Int. Workshop on Information Theory, ITW,
accepted for publication, Seville, Spain, Sep. 2013.
- " On Cooperative Multiple Access Channels with Delayed CSI ," [ pdf file ]
A. Zaidi and S. Shamai (Shitz),
IEEE Int. Symp. Inf. Theory,
Istanbul, Turkey, Jul. 2013, pp. 982-986.
- " On Multiple Access Channels with Delayed CSI at Transmitters," [ pdf file ]
A. Zaidi and S. Shamai (Shitz),
IEEE Int. Workshop on Signal Processing Advances in Wireless Communications,
to appear for publication, Darmstadt, Germany, Jun. 2013, (invited paper).
- " Compress-and-Forward on a Multiaccess Relay Channel With Computation at the Receiver," [ pdf file ]
M. EL Soussi, A. Zaidi and L. Vandendorpe,
IEEE International Conf. on Communications, ICC, accepted for publication,
Budapest, Hungary, June 2013.
- " Finite Dimension Nested Lattices based Wyner-Ziv Coding for Two-Way Relay Channel," [ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel,
IEEE International Workshop on Signal Processing Advances for Wireless Communications, accepted for publication,
Darmstadt, Germany, June 2013.
- " Lattice-based Wyner-Ziv Coding for Parallel Gaussian Two-Way relay Channels," [ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel,
IEEE Wireless Communications and Networking Conf., accepted for publication,
Shangai, China, April 2013.
- " Amplify-and-Forward on a Multiaccess Relay Channel With Computation at the Receiver," [ pdf file ]
M. EL Soussi, A. Zaidi and L. Vandendorpe,
International Conference on Network Games, Control and Optimization
Paris, France, Nov. 2012, (invited paper).
- " Wyner-Ziv Lattice Coding for Two-Way Relay Channel," [ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel,
Proc. of the 2012 International Conference on Advanced Technologies for Communications,
Hanoi, Vietnam, Oct. 2012, (invited paper).
- " On Multiaccess Channel with Unidirectional Cooperation and Security Constraints," [ pdf file ]
Z. Awan, A. Zaidi and L. Vandendorpe,
Proc. of the 50th Annual Allerton Conference on Communication, Control, and Computing,
Urbana-Champaign, IL, USA, Oct. 1-5, 2012. accepted for publication.
- " Wyner-Ziv Type Versus Noisy Network Coding For a State-Dependent MAC," [ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz),
IEEE Int. Symp. Information Theory (ISIT),
to appear for publication, Cambridge, MA, USA, Jul. 1-6, 2012.
- " Iterative Sum-Rate Optimization for Multiple Access Relay Channels with a Compute-and-Forward Relay,"
M. EL Soussi, A. Zaidi and L. Vandendorpe,
IEEE International Conf. on Communications, ICC,
Ottawa, Canada, June 2012, pp. 4751-4755.
- " An Achievable Rate Region for the Broadcast Wiretap
Channel with Asymmetric Side Information,"
M. Le Treust, A. Zaidi and S. Lasaulce,
Proc. of the 49th Annual Allerton Conference on Communication, Control, and Computing,
Urbana-Champaign, IL, USA, Sep. 28-30, 2011.
- " Resource Allocation for Multiple Access Relay Channel with a Compute-and-Forward Relay,"
M. EL Soussi, A. Zaidi and L. Vandendorpe,
IEEE International Symposium on Wireless Communication Systems ,
Aachen, Germany, Nov. 2011 (invited paper).
- " Codage Reseau pour Canal a Acces Multiple avec Relai
,"
A. Zaidi, M. EL Soussi and L. Vandendorpe,
Colloque Gretsi 2011,
Bordeaux, France, Sept. 2011, accepted for publication.
- " Multiple Access Channel with States Known Noncausally at One Encoder and Only Strictly Causally at the Other Encoder," [ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz),
IEEE Int. Symp. Information Theory (ISIT),
Saint Petersburg, Russia, Jul.-Aug. 2011, accepted for publication.
- " MAC with Partially Cooperating Encoders and Security Constraints,"
Z. H. Awan, A. Zaidi and L. Vandendorpe,
1st International ICST Workshop on Secure Wireless Networks,
Paris, France, May 2011 (invited paper).
- " Common-message Capacity of Multiple Access Channel with States Known Noncausally at One Encoder and Only Strictly Causally at the Other Encoder,"
[ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz),
NEWCOM++ / COST 2100 Joint workshop,
Paris, France, Mar. 2011.
- " Network Coding for the Multiple Access Relay
Channel using Lattices,"
M. El Soussi, A. Zaidi, and L. Vandendorpe,
3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies,
special session on Mathematics Applied to Information and Communication Theory and Technology,
Rome, Italy, Nov. 2010 (invited paper).
- "On secure transmission over parallel relay eavesdropper
channel,"
[ arxiv pdf file ]
Z. H. Awan, A. Zaidi, and L. Vandendorpe,
Forty-Eighth Annual Allerton Conference on Communication, Control, and Computing,
Illinois, USA, Sep.-Oct. 2010, accepted for publication.
- "Bounds and lattice strategies for the phase-faded dirty
relay channel,"
[ arxiv pdf file ]
A. Zaidi, and L. Vandendorpe,
IEEE Asilomar conf. Signals, Systems, and Computers,
Monterey, CA, Nov. 2010, (invited paper).
- "Bounds on the capacity of the relay channel with noncausal
state information at source,"
[ pdf file ]
A. Zaidi, S. Shamai (Shitz), P. Piantanida, and L. Vandendorpe,
IEEE Int. Symp. Information Theory (ISIT),
Austin, TX, USA, to appear for publication.
- "Cooperative encoding for a class of relay channels with
orthogonal components and states at the source,"
[ pdf file ]
A. Zaidi, S. Shamai (Shitz), P. Piantanida, and L. Vandendorpe,
IEEE International Symposium on Wireless Pervasive Computing,
Modena, Italy May 5-7, 2010 (invited paper).
- "On the rate-equivocation region of parallel relay eavesdropper
channels,"
Z. Awan, A. Zaidi, and L. Vandendorpe,
Future Network and Mobile Summit,
Florence, Italy, April 2010, (invited paper).
- "Power allocation for a network coded two user parallel multiacess
relay channel,"
M. Soussi, A. Zaidi, J. Louveaux and and L. Vandendorpe,
IEEE Int. Symposium on Communications, Control and Signal Processing,
Limassol, Cyprus, Mar. 2010, (invited paper).
- "Multiaccess channels with state known to one encoder: Another case of degraded message sets ,"
[ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, and L. Vandendorpe,
IEEE Int. Symp. Information Theory (ISIT),
Seoul, Korea, Jun-Jul. 2009, pp. 2376-2380.
- "On cooperative encoding with partially known non-causal
interference,"
A. Zaidi, and L. Vandendorpe,
2nd International Symposium on Applied Sciences in Biomedical and Communication Technologies,
special session on Mathematics Applied to Information and Communication Theory and Technology,
Bratislava, Slovak Republic, Nov. 2009. (invited paper).
- "Carbon-copying onto the dirty relay channel,"
A. Zaidi, and L. Vandendorpe,
IEEE Wireless Communications and Mobile Computing Conference,
Leipzig, Germany, Jun. 2009.
- "Multiaccess channels with state known to one encoder: Another case of degraded message sets,"
[ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, and L. Vandendorpe,
ACoRN Joint Workshop,
Barcelona, Spain, Mar. 2009.
- "Rate-optimized power allocation for OFDM transmission with multiple
DF-regenerative relays and individual power constraints,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi,
European Signal Processing Conference, (EUSIPCO),
Glasgow, Scotland, July 2009. (invited paper).
- "On the capacity of the Gaussian relay interferer channel with a
cognitive source,"
A. Zaidi and L. Vandendorpe,
IEEE Int. Commun. Conf. (ICC),
Dresden, Germany, Jun. 2009, pp. 1-6.
- "Power allocation for improved DF relayed OFDM transmission :
The individual power constraint case,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi,
IEEE Int. Commun. Conf. (ICC),
Dresden, Germany, Jun. 2009, pp. 1-6.
- "Rate-optimized power allocation for OFDM transmission with multiple
DF-regenerative relays and an improved protocol,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi,
IEEE Wireless Communications and Networking Conference,
Budapest, Hungary, April 2009, pp. 1-6.
- "Bounds on the capacity of the relay channel with states at the
source,"
A. Zaidi, and L. Vandendorpe,
IEEE International Symposium on Information Theory and its Applications (ISITA),
Auckland, New Zealand, Dec. 2008.
- "Improved OFDM transmission with DF relaying and power allocation
for a sum power constraint,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi,
3rd International Symposium on Wireless Pervasive Computing,(ISWPC),
May 2008, pp. 665-669.
- "Power allocation for OFDM transmission with DF relaying,"
L. Vandendorpe, R. T. Duran, J. Louveaux and A. Zaidi,
IEEE Int. Commun. Conf. (ICC),
Dresden, Germany, June 2008, pp. 3795-3800.
- "Power allocation for OFDM transmission with DF relaying,"
L. Vandendorpe, R. T. Duran, J. Louveaux and A. Zaidi,
IEEE Symposium on Communications and Vehicular Technology in the Benelux,
Nov. 2007, pp. 1-6.
- "Adaptive joint quantization and power allocation in wireless
sensor networks,"
M. H. Chaudhary and A. Zaidi, and L. Vandendorpe,
IEEE Asilomar conf. Signals, Systems, and Computers,
Monterey, CA, Oct. 2008, pp. 914-919.
- "Cooperative relaying with state at the relay,"
[ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, L. Vandendorpe,
IEEE Information Theory Workshop(ITW),
Porto, Portugal, May 2008, pp. 139-143.
- "Rate regions for the partially-cooperative relay broadcast channel
with noncausal side information,"
[ pdf file ]
A. Zaidi, and L. Vandendorpe,
IEEE Int. Symp. Information Theory (ISIT),
Nice, France, June 2007, pp. 1246-1250.
- "Lower bounds on the capacity regions of the multi-relay channel
and the multi-relay broadcast channel with non-causal side-information,"
[ pdf file ]
A. Zaidi, L. Vandendorpe, and P. Duhamel,
IEEE Int. Commun. Conf. (ICC),
Glasgow, Scotland, June 2007, pp. 6005-6011.
- "Sensitivity of achievable rates for the relay channel with channel
estimation error,"
[ pdf file ]
A. Zaidi, and L. Vandendorpe,,
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Honolulu, Hawaii, USA, April 2007, pp. 497-500.
- "Distributed space-time-frequency block codes for multiple-access-
channel with relaying,"
[ pdf file ]
O. Oguz, A. Zaidi, J. Louveaux, and L. Vandendorpe,
IEEE Global Comm. Conf. (GLOBECOM),
Washington, DC, Nov. 2007, pp. 1729-1733.
- "Low bit rate audio watermarking scheme under signal compression
and additive noise,"
C. Delpha, B. D. Toukou, A. Zaidi, and P. Duhamel,
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Honolulu, Hawaii, USA, April 2007, pp. 189-192.
- "On channel sensitivity to tow-sided partially known state
information,"
A. Zaidi and P. Duhamel,
IEEE Int. Commun. Conf. (ICC),
Istanbul, Turkey, June 2006, pp. 1520-1525.
- "MAC-aware coding strategy for multiple user information
embedding,"
A. Zaidi and P. Piantanida,
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Toulouse, France, May 2006, pp. 393-396.
- "On coding with a partial knowledge of the state information,"
A. Zaidi and P. Duhamel,
IEEE Asilomar conf. Signals, Systems, and Computers,
Monterey, CA, Nov. 2005, pp. 657-661.
- "Joint source-channel coding for lattice watermarking,"
A. Zaidi and P. Duhamel,0
European Signal Processing Conference (EUSIPCO),
Antalia, Turkeyi, Sept. 2005.
- "Modulo lattice additive noise channel for QIM watermarking,"
A. Zaidi and P. Duhamel,
IEEE Int. Conf. Image Processing (ICIP),
Genova, Italy, Sep. 2005, pp. 993-996.
- "A scalar scheme for multiple User information Embedding,"
A. Zaidi, J. P. Piantanida, and P. Duhamel,
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Philadelphia, USA, March 2005, pp. 5-8.
- "A scaled plus noise model for digital watermarking. Application
to time jitter,"
A. Zaidi, R. Boyer, and P. Duhamel,
IEEE Asilomar conf. Signals, Systems, and Computers,
Monterey, CA, Nov. 2004, pp. 2165-2169.
- "Time jitter vs. additive noise in a game theory context,"
A. Zaidi, R. Boyer, and P. Duhamel,
SPIE Conf. Security, Steganography and Watermarking of Multimedia Content,
San Jose, CA, Jan. 2005.
Warning: this list is not complete !
Dissertations
- Habilitation (Habilitation à Diriger des Recherches, HDR):
Communication, Compression and Security in Cooperative Networks. Benefits of Random States.
Université Paris-Est, France, Oct. 2016. - Doctoral Thesis:
[ ps.gz file ]
Coding with channel state information. Application to securing multimedia transmission over cellular networks.
École Nationale Supérieure de Télécommunications (TELECOM ParisTech), Mar. 2006. - Master of Science Thesis:
Soft-decoding of Long Reed-Solomon Codes.
École Nationale Supérieure de Télécommunications (TELECOM ParisTech), Nov. 2003. - Bachelor of Science Thesis:
MAC-PHY Layer Interaction in Universal Mobile Telecommunications System (UMTS).
École Nationale Supérieure de Techniques Avancées (ENSTA ParisTech), Oct. 2002
Books/Book Chapters
- " Information Theory for Data Communication and Processing,"
[ pdf file ]
S. Shamai (Shitz) and A. Zaidi, edited by Entropy (Basel) 2020 Nov. 3, 22(11): E1250. doi: 10.3390/e22111250. PMID: 33287018. - " Techniques for Multiple Watermarking,"
[ pdf file ]
A. Zaidi, ch. 13 of the book Advanced Techniques in Multimedia Watermarking: Image, Video and Audio Applications edited by A. M. Al-Haj, IGI Global, June 2010, pp. 324-343.
Journal Publications
Preprints
- " Data-dependent generalization bounds via variable size compressibility ,"
pdf file"
M.Sefidgaran and A. Zaidi, IEEE Trans. on Information Theory, submitted for publication, Jun. 2023. - " In-network learning: Data importance, scheduling and power allocation,"
A. Zaidi and M. Modoveanu and P. Krasnowski, IEEE Trans. on Communications , in revision for publication, 2022. - " Scalable Vector Gaussian Information Bottleneck,"
M.-M. Mahvari and M. Kobayashi and A. Zaidi, Journal of Machine Learning Research (JMLR) , submitted for publication, 2022.
- " In-Network Learning: Distributed Training and Inference in Networks ,"
pdf file"
M. Moldoveanu and A. Zaidi, Entropy Journal. Special issue: Theory and Application of the Information Bottleneck Method. March 2023. - " Distributed Testing Against Conditional Independence: Optimal Rates-Exponent Region and Testing Under Gaussian Noise ,"
pdf file"
A. Zaidi, IEEE Trans. on Inf. Theory, accepted for publication, Aug. 2022. - " Distributed Variational Representation Learning ,"
I.-E. Aguerri and A. Zaidi, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 43, No. 1, January 2021, pp. 120-138. - " Distributed Hypothesis Testing: Cooperation and Concurrent Detection ,"
P. Escamilla and M. Wigger and A. Zaidi, IEEE Trans. on Inf. Theory, Vol. 66, No. 12, Dec. 2020, pp. 7550-7564. - " Vector Gaussian CEO Problem Under Logarithmic Loss and Applications ,"
Y. Ugur and I.-E. Aguerri and A. Zaidi, IEEE Trans. on Inf. Theory, Vol. 66, No. 66, July 2020, pp. 4183-4202. - " On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views ,"
A. Zaidi and I.-E. Aguerri and S. Shamai Entropy, Special Issue on Information Theory for Data Communication and Compression , 2020. - " Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding ,"
Y. Ugur and G. Arvanitakis and A. Zaidi Entropy, Special Issue on Information Theory for Data Communication and Compression , 2020. - " On the Capacity of Cloud Radio Access Networks with Oblivious Processing ,"
I.-E. Aguerri and A. Zaidi and G. Caire and S. Shamai (Shitz), IEEE Trans. on Inf. Theory, Vol. 65, No. 07, July 2019, pp. 4575-4596. - " On Achievability for Downlink Cloud Radio Access Networks with Base Station Cooperation ,"
C.-Y. Wang and M. Wigger and A. Zaidi, IEEE Trans. on Inf. Theory, Vol. 64, No. 08, Aug. 2018, pp. 5726-5742. - " Rate-Distortion Region of a Gray-Wyner Model with Side Information ,"
M. Benammar and A. Zaidi, Entropy, Special Issue on "Rate-Distortion Theory and Information Theory", 2017 - " In-network compression for multiterminal cascade MIMO systems ,"
pdf file
I. Estella Aguerri and A. Zaidi, IEEE Trans. on Communications, Vol. 65, No. 10, Oct. 2017, pp. 4176-4187. - "Rate-Distortion Function for a Heegard-Berger Problem with Two Sources and Degraded Reconstruction sets,"
M. Benammar and A. Zaidi, IEEE Trans. on Inf. Theory, Vol. 62, No. 09, Sep. 2016. - "Lossy Compression for Compute-and-Forward in Limited Backhaul Uplink Multicell Processing ,"
I. Estella Aguerri and A. Zaidi, IEEE Trans. on Communications, Vol. 64, No. 12, Dec. 2016, pp. 5227-5238. - "On MISO Broadcast Channel With Alternating CSIT and Secrecy Constraints,"
[ pdf file ]
Z. H. Awan, A. Zaidi and A. Sezgin, IEEE Trans. on Information Forensics and Security, Vol. 11, No. 08, Aug. 2016. - "Compute-and-Forward on a Multi-User Multi-Relay Channel,"
[ pdf file ]
M. El Soussi and A. Zaidi and L. Vandendorpe, IEEE Trans. on Wireless Communications, Vol. 3, No. 6, 2014, pp. 589-592, 2014. - "On Cooperative Multiple Access Channels with Delayed CSI at Transmitters,"
[ pdf file ]
A. Zaidi and S. Shamai (Shitz), IEEE Trans. on Inf. Theory, Vol. 60, No. 10, 2014, pp. 6204-6230 (N# Best Paper Award). - "DF-based Sum-rate Optimization for Multicarrier Multiple Access Relay Channel,"
[ pdf file ]
M. El Soussi and A. Zaidi and L. Vandendorpe, Eurasip Journal on Wireless Communications and Networking , doi:10.1186/s13638-015-0361-y, May 2015. - "Achievable Rate Regions for Two-Way Relay
Channel using Nested Lattice Coding,"
[ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel, IEEE Trans. on Wireless Communications, Vol. 13, No. 10, Oct. 2014, pp. 5607-5620. - "Secure Degrees of Freedom of MIMO X-Channels with Output Feedback and Delayed CSIT,"
[ pdf file ]
A. Zaidi, Z. H. Awan, S. Shamai (Shitz) and L. Vandendorpe, IEEE Trans. on Information Forensics and Security, Vol. 8, No. 11, Nov. 2013, pp. 1760-1774. - "Capacity Region of Cooperative Multiple Access Channel with States,"
[ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz), IEEE Trans. on Inf. Theory, Vol. 59, No. 10, 2013, pp. 6153-6174 - "Full Secrecy for the Wiretap Channel With State Information Available at Both Encoder and Decoder","
[ pdf file ]
M. Le Treust and A. Zaidi, Tech. report, 2013. - "Compute-and-Forward on a Multiaccess Relay Channel: Coding and Symmetric-Rate Optimization,"
[ pdf file ]
M. El Soussi and A. Zaidi and L. Vandendorpe, IEEE Trans. on Wireless Communications, Vol. 13, No. 4, Ap. 2014, pp. 1932-1947. - "Multiaccess Channel with Partially Cooperating Encoders and Security Constraints,"
[ pdf file ]
Z. H. Awan, A. Zaidi and L. Vandendorpe, IEEE Trans. on Information Forensics and Security, Vol. 8, No. 7, Jul. 2013, pp. 1243-1254. - "Bounds on the Capacity of the Relay Channel with Noncausal State at Source,"
[ pdf file ]
A. Zaidi, S. Shamai (Shitz), P. Piantanida and L. Vandendorpe, IEEE Trans. on Inf. Theory, Vol. 59, No. 5, May 2013, pp. 2639-2672. - "Secure Communication over Parallel Relay
Channel,"
[ pdf file ]
Z. H. Awan, A. Zaidi and L. Vandendorpe, IEEE Trans. on Information Forensics and Security, Vol. 7, No. 2, April 2012, pp. 359-371. - "On the Lambert-W Function for Constrained Resource Allocation in Cooperative Networks,"
[ pdf file ]
F. Brah, A. Zaidi, J. Louveaux and L. Vandendorpe, Eurasip Journal on Wireless Communications and Networking, special issue on "Recent Advances in Multiuser MIMO Systems", accepted for publication, April 2011- "Cooperative Relaying with State Available Non-Causally at the Relay," [ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, and L. Vandendorpe, IEEE Trans. Inf. Theory, vol. 5, no. 56, pp. 2272-2298, May 2010.- "Lower Bounds on the Capacity of the Relay Channel with States at the Source," [ pdf file ]
A. Zaidi, and L. Vandendorpe, Eurasip Journal on Wireless Communications and Networking, Article ID 634296, doi:10.1155/2009/634296, pp. 1-23, Feb. 2009.- "Coding Schemes for Relay-Assisted Information Embedding," [ pdf file ]
A. Zaidi, and L. Vandendorpe, IEEE Transactions on Information Forensics and Security, vol. 4, no. 1, pp. 70-85, Jan. 2009.- "On the Sensitivity of Decode-and-Forward and Quantize-and-Forward to Small Additive Gaussian Noise,"
A. Zaidi, IEEE Trans. on Wireless Communications, 2010.- "Rate Optimized Power Allocation for DF-Relayed OFDM Transmission under Sum and Individual Power Constraints," [ pdf file ]
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi, Eurasip Journal on Wireless Communications and Networking, Article ID 814278, doi:10.1155/2009/814278. pp. 1-9, Mar. 2009- "On Rate and BER Analysis in Finite-Dimensional Lattice Coding for Dirty Paper Coding," [ pdf file ]
A. Zaidi, and P. Duhamel, Elsevier, International Journal of Electronics and Communications, doi:10.1016/j.aeue.2009.02.010, vol. 64, issue 5, May 2010, pp. 450-464.- "Broadcast- and MAC-Aware Coding Strategies for Multiple User Information Embedding," [ pdf file ]
A. Zaidi, P. Piantanida, and P. Duhamel, IEEE Transactions on Signal Processing, vol. 55, pp. 2974-2992, Jun. 2007.- "Audio Watermarking under Desynchronization and Additive Noise Attacks," [ pdf file ]
A. Zaidi, R. Boyer, and P. Duhamel, IEEE Transactions on Signal Processing, vol. 54, no. 2, pp. 570-584, Feb. 2006. - "Cooperative Relaying with State Available Non-Causally at the Relay," [ pdf file ]
Conference Papers
- " Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD "
[ pdf file" ]
Y. Wan and M. Barsbey and A. Zaidi and U. Simsekli, The Fourty-first International Conference on Machine Learning (ICML 2024), Vienna, Austria, accepted for publication, 2024.- " Federated Learning: You may communicate less often !" [ pdf file" ]
M. Sefidgaran and R. Chor and A. Zaidi and Y. Wan, The Fourty-first International Conference on Machine Learning (ICML 2024), Vienna, Austria, accepted for publication, 2024.- " Data-Dependent Generalization Bounds via Variable-size Compressibility" [ pdf file" ]
M. Sefidgaran and A. Zaidi, in Proc. of International Symposium on Information Theory (ISIT) , Athens, Jul. 2024.- " Minimal Communication-Cost Statistical Learning"
M. Sefidgaran and A. Zaidi and P. Krasnowski, in Proc. of International Symposium on Information Theory (ISIT) , Athens, Jul. 2024.- " Minimum Description Length and Generalization Guarantees for Representation Learning " [ pdf file" ]
M. Sefidgaran and P. Krasnowski and A. Zaidi, Proc. of the Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, USA, Nov. 2023.- " More Communication Does Not Result in Smaller Generalization Error in Federated Learning" [ pdf file" ]
R. Chor and M. Sefidgaran and A. Zaidi, in Proc. of International Symposium on Information Theory (ISIT) , April 2023.- " A new framework for training in-network models over discrete channels"
M. Moldoveanu and A. Zaidi and A. Rachedi, in Proc. of International Conference on Learning Representations (ICLR). Workshop Ml4IoT , accepted for publication, April 2023.- " Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning ," pdf file"
M. Sefidgaran, R. Chor and A. Zaidi, The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), accepted for publication, 2022.- " In-network Learning for Distributed Training and Inference in Networks ,"
M. Moldoveanu and A. Zaidi, 2021 IEEE Globecom Workshops (GC Wkshps), accepted for publication .- " On in-network learning: a comparative study with Federated and Split learning ,"
M. Moldoveanu and A. Zaidi, 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, Lucca, Italy, Sep. 2021, accepted for publication .- " On learning parametric distributions from their quantized samples ,"
S. Sarbu and A. Zaidi, IEEE International Symposium on Information Theory (ISIT), Melbourne, Victoria, Australia, Jun.-Jul. 2021, accepted for publication , 2021.- " Scalable vector Gaussian information bottleneck ,"
M. Mahdi Mahvari and M. Kobayashi and A. Zaidi, IEEE International Symposium on Information Theory (ISIT), Melbourne, Victoria, Australia, Jun.-Jul. 2021, accepted for publication , 2021.- " Minimax rates in Wasserstein distance for kernel density estimation ,"
S. Sarbu and A. Zaidi, The 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021), submitted for publication , 2021.- " Hypothesis Testing Against Independence under Gaussian Noise ,"
A. Zaidi, IEEE Int. Symp. on Information Theory, ISIT , Los Angeles, CA, USA, 2020, pp. 1289-1294.- " Some Results on the Vector Gaussian Hypothesis Testing Problem ,"
P. Escamilla and A. Zaidi and M. Wigger, IEEE Int. Symp. on Information Theory, Los Angeles, CA, USA, 2020, pp. 2421-2425.- " On the Information Bottleneck Problems ,"
A. Zaidi and S. Shamai (Shitz), in Proc. of Zurich Seminar on Information and Communication, IZS - accepted for publication , Zurich, Switzerland, Feb. 2020.- " Rate-exponent region of a class of distributed hypothesis testing against conditional independence ,"
A. Zaidi and I.-E. Aguerri, in Proc. of IEEE Info. Theory Workshop, ITW - accepted for publication , Visby, Gotland, sweeden, 2019.- " Perspectives on information bottleneck ,"
A. Zaidi and S. Shamai, in Proc. of IEEE Information Theory and Applications, ITA , San Diego, USA, Feb. 2019.- " Distributed Hypothesis Testing with Collaborative Detection ,"
P. Escamilla, A. Zaidi and M. Wigger, in Proc. of 56th Annual Allerton Conf. on Communications, Control, and Computing, Monticello, IL, USA, Sep. 2018.- " Vector Gaussian CEO Problem under Logarithmic Loss ,"
Y. Ugur, I. Estella Aguerri and A. Zaidi, IEEE Information Theory Workshop, ITW 2018, accepted for publication, Huangzhou, China, 2018.- " Distributed Hypothesis Testing with Concurrent Detection ,"
P. Escamilla and M. Wigger and A. Zaidi, IEEE Int. Symp. on Information Theory, ISIT 2018, accepted for publication, Vail Colorado, USA, 2018.- " Distributed Information Bottleneck Method for Discrete and Gaussian Sources ,"
I. Estella Aguerri and A. Zaidi, IEEE Int. Zurich Seminar on Information and Communications, IZS 2018, to appear, Zurich, Switzerland, Feb. 2018.- " A Generalization of Blahut-Arimoto Algorithm to Compute Rate-Distortion Regions of Multiterminal Source Coding Under Logarithmic Loss ,"
Y. Ugur and I. Estella Aguerri and A. Zaidi, IEEE Info. Theory Workshop, ITW 2017, to appear, Kaohsiung, Taiwan, 2017.- " Two-Encoder Multiterminal Source Coding With Side Information Under Logarithmic Loss ,"
A. Zaidi, IEEE Int. Symp. on Info. Theory, ISIT 2017, to appear, Aachen, Germany, 2017.- " On the Capacity of Cloud Radio Access Networks with Oblivious Relaying ,"
I. Estella Aguerri and A. Zaidi and G. Caire and S. Shamai (Shitz), IEEE Int. Symp. on Info. Theory, ISIT 2017, to appear, Aachen, Germany, 2017.- " Rate-Distortion Regions of Instances of Cascade Source Coding with Side Information ,"
C.-Y. Wang and A. Zaidi, IEEE Int. Symp. on Info. Theory, ISIT 2017, to appear, Aachen, Germany, 2017.- " Rate-Distortion Region of a Gray-Wyner Problem with Side-Information ,"
M. Benammar and A. Zaidi, IEEE Int. Symp. on Info. Theory, ISIT 2017, to appear, Aachen, Germany, 2017.- " In-network compression for multiterminal cascade MIMO systems ,"
I. Estella Aguerri and A. Zaidi, IEEE Conf. on Communications, ICC 2017, to appear, Paris, France, 2017.- " On Achievability for Downlink Cloud Radio Access Networks with Base Station Cooperation ,"
C.-Y. Wang and M. Wigger and A. Zaidi, Workshop on "Cloud-Assisted Radio Access Networks", IEEE Wireless Communications and Networking Conf., to appear, San Francisco, USA, 2017.- " Rate-Distortion Regions of Heegard-Berger Problem with Successive Refinment and Scalable Coding,"
M. Benammar and A. Zaidi, 54th Annual Allerton Conf. on Communications, Control, and Computing, to appear, Monticello, IL, USA, Sep. 2016.- " On Lossy Source Coding with Equivocation Constraints ,"
M. Benammar and A. Zaidi, IEEE Info. Theory Workshop, ITW, to appear, Cambridge, UK, 2016.- " Lossy Compression for Compute-and-Forward in Limited Backhaul Wireless Relay Networks, ,"
I. Estella Aguerri and A. Zaidi, IEEE Info. Theory Workshop, ITW, to appear, Cambridge, UK, 2016.- " Lossy Source and Gray-Wyner Source Coding ,"
M. Benammar and A. Zaidi, IEEE Sympo. on Info. Theory, ISIT, pp. 2454-2458, Barcelona, Spain, 2016.- " On SDoF of Multi-Receiver Wiretap Channel With Alternating CSIT ,"
Z. Awan and A. Zaidi and A. Sezgin, IEEE Sympo. on Info. Theory, ISIT, to appear, Barcelona, Spain, 2016.- " Quantized Compute-and-Forward for Limited Backhaul Uplink Multicell Processing ,"
I. Estella Aguerri and A. Zaidi, IEEE Int. Conf. on Communications, ICC, to appear, Kuala Lumpur, Malaysia, May 2016.- " Rate-Distortion of a Heegard-Berger Problem with Common Reconstruction ,"
M. Benammar and A. Zaidi, 2016 Int. Zurich Seminar on Communications, ato appear, Zurich, Switzerland, Mar. 2016.- " Rate-Distortion Function for a Heegard-Berger Problem with Two Sources and Degraded Reconstruction sets ,"
M. Benammar and A. Zaidi, IEEE Int. Theory Workshop, ITW, accepted for publication, Jeju Island, South Korea, Oct. 2015.- " On Two Terminal Interactive Source Coding for Function Computation with Remote Sources ,"
A. Zaidi, IEEE Int. Theory Workshop, ITW, accepted for publication, Jeju Island, South Korea, Oct. 2015.- " Partial Compute-Compress-and-Forward for Limited Backhaul Uplink Multicell Processing ,"
I. Estella Aguerri and A. Zaidi, 53rd Annual Allerton Conf. on Communications, Control and Computing, Allerton, to appear for publication, Monticello, IL, USA, Oct. 2015.- " Bounds on the Benefits of Interaction in Distributed Source Coding for Function Computation,"
A. Zaidi, M.-A. Moussa and R. Timo, IEEE Int. Symp. on Wireless Communication Systems (ISWCS), to appear for publication, Bruxelles, Belgium, Aug. 2015. (Invited paper) .- " Lossless Source Coding for a Heegard-Berger Problem with Two Sources and Degraded Reconstruction sets,"
M. Benammar and A. Zaidi, IEEE Int. Symp. on Wireless Communication Systems (ISWCS), to appear for publication, Bruxelles, Belgium, Aug. 2015. (Invited paper) .- " Achievable Regions for Interference Channels with Generalized and Intermittent Feedback ," [ pdf file ]
A. Zaidi, IEEE Int. Symp. Inf. Theory, accepted for publication, Hawai, USA, Jul. 2014.- " Asymmetric Cooperative Multiple Access Channels with Delayed CSI ," [ pdf file ]
A. Zaidi and S. Shamai (Shitz), IEEE Int. Symp. Inf. Theory, accepted for publication, Hawai, USA, Jul. 2014.- " Achievable Secure Degrees of Freedom of MISO Broadcast Channel With Alternating CSIT ," [ pdf file ]
Z. Awan and A. Zaidi and A. Sezgin, IEEE Int. Symp. Inf. Theory, accepted for publication, Hawai, USA, Jul. 2014.- " Secure Degrees of Freedom of X-Channel with Output Feedback and Delayed CSIT," [ pdf file ]
A. Zaidi, Z. Awan, S. Shamai (Shitz) and L. Vandendorpe, IEEE Int. Workshop on Information Theory, ITW, accepted for publication, Seville, Spain, Sep. 2013.- " On Cooperative Multiple Access Channels with Delayed CSI ," [ pdf file ]
A. Zaidi and S. Shamai (Shitz), IEEE Int. Symp. Inf. Theory, Istanbul, Turkey, Jul. 2013, pp. 982-986.- " On Multiple Access Channels with Delayed CSI at Transmitters," [ pdf file ]
A. Zaidi and S. Shamai (Shitz), IEEE Int. Workshop on Signal Processing Advances in Wireless Communications, to appear for publication, Darmstadt, Germany, Jun. 2013, (invited paper).- " Compress-and-Forward on a Multiaccess Relay Channel With Computation at the Receiver," [ pdf file ]
M. EL Soussi, A. Zaidi and L. Vandendorpe, IEEE International Conf. on Communications, ICC, accepted for publication, Budapest, Hungary, June 2013.- " Finite Dimension Nested Lattices based Wyner-Ziv Coding for Two-Way Relay Channel," [ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel, IEEE International Workshop on Signal Processing Advances for Wireless Communications, accepted for publication, Darmstadt, Germany, June 2013.- " Lattice-based Wyner-Ziv Coding for Parallel Gaussian Two-Way relay Channels," [ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel, IEEE Wireless Communications and Networking Conf., accepted for publication, Shangai, China, April 2013.- " Amplify-and-Forward on a Multiaccess Relay Channel With Computation at the Receiver," [ pdf file ]
M. EL Soussi, A. Zaidi and L. Vandendorpe, International Conference on Network Games, Control and Optimization Paris, France, Nov. 2012, (invited paper).- " Wyner-Ziv Lattice Coding for Two-Way Relay Channel," [ pdf file ]
S. Smirani, M. Kamoun, M. Sarkiss, A. Zaidi and P. Duhamel, Proc. of the 2012 International Conference on Advanced Technologies for Communications, Hanoi, Vietnam, Oct. 2012, (invited paper).- " On Multiaccess Channel with Unidirectional Cooperation and Security Constraints," [ pdf file ]
Z. Awan, A. Zaidi and L. Vandendorpe, Proc. of the 50th Annual Allerton Conference on Communication, Control, and Computing, Urbana-Champaign, IL, USA, Oct. 1-5, 2012. accepted for publication.- " Wyner-Ziv Type Versus Noisy Network Coding For a State-Dependent MAC," [ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz), IEEE Int. Symp. Information Theory (ISIT), to appear for publication, Cambridge, MA, USA, Jul. 1-6, 2012.- " Iterative Sum-Rate Optimization for Multiple Access Relay Channels with a Compute-and-Forward Relay,"
M. EL Soussi, A. Zaidi and L. Vandendorpe, IEEE International Conf. on Communications, ICC, Ottawa, Canada, June 2012, pp. 4751-4755.- " An Achievable Rate Region for the Broadcast Wiretap Channel with Asymmetric Side Information,"
M. Le Treust, A. Zaidi and S. Lasaulce, Proc. of the 49th Annual Allerton Conference on Communication, Control, and Computing, Urbana-Champaign, IL, USA, Sep. 28-30, 2011.- " Resource Allocation for Multiple Access Relay Channel with a Compute-and-Forward Relay,"
M. EL Soussi, A. Zaidi and L. Vandendorpe, IEEE International Symposium on Wireless Communication Systems , Aachen, Germany, Nov. 2011 (invited paper).- " Codage Reseau pour Canal a Acces Multiple avec Relai ,"
A. Zaidi, M. EL Soussi and L. Vandendorpe, Colloque Gretsi 2011, Bordeaux, France, Sept. 2011, accepted for publication.- " Multiple Access Channel with States Known Noncausally at One Encoder and Only Strictly Causally at the Other Encoder," [ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz), IEEE Int. Symp. Information Theory (ISIT), Saint Petersburg, Russia, Jul.-Aug. 2011, accepted for publication.- " MAC with Partially Cooperating Encoders and Security Constraints,"
Z. H. Awan, A. Zaidi and L. Vandendorpe, 1st International ICST Workshop on Secure Wireless Networks, Paris, France, May 2011 (invited paper).- " Common-message Capacity of Multiple Access Channel with States Known Noncausally at One Encoder and Only Strictly Causally at the Other Encoder," [ pdf file ]
A. Zaidi, P. Piantanida and S. Shamai (Shitz), NEWCOM++ / COST 2100 Joint workshop, Paris, France, Mar. 2011.- " Network Coding for the Multiple Access Relay Channel using Lattices,"
M. El Soussi, A. Zaidi, and L. Vandendorpe, 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies, special session on Mathematics Applied to Information and Communication Theory and Technology, Rome, Italy, Nov. 2010 (invited paper).- "On secure transmission over parallel relay eavesdropper channel," [ arxiv pdf file ]
Z. H. Awan, A. Zaidi, and L. Vandendorpe, Forty-Eighth Annual Allerton Conference on Communication, Control, and Computing, Illinois, USA, Sep.-Oct. 2010, accepted for publication.- "Bounds and lattice strategies for the phase-faded dirty relay channel," [ arxiv pdf file ]
A. Zaidi, and L. Vandendorpe, IEEE Asilomar conf. Signals, Systems, and Computers, Monterey, CA, Nov. 2010, (invited paper).- "Bounds on the capacity of the relay channel with noncausal state information at source," [ pdf file ]
A. Zaidi, S. Shamai (Shitz), P. Piantanida, and L. Vandendorpe, IEEE Int. Symp. Information Theory (ISIT), Austin, TX, USA, to appear for publication.- "Cooperative encoding for a class of relay channels with orthogonal components and states at the source," [ pdf file ]
A. Zaidi, S. Shamai (Shitz), P. Piantanida, and L. Vandendorpe, IEEE International Symposium on Wireless Pervasive Computing, Modena, Italy May 5-7, 2010 (invited paper).- "On the rate-equivocation region of parallel relay eavesdropper channels,"
Z. Awan, A. Zaidi, and L. Vandendorpe, Future Network and Mobile Summit, Florence, Italy, April 2010, (invited paper).- "Power allocation for a network coded two user parallel multiacess relay channel,"
M. Soussi, A. Zaidi, J. Louveaux and and L. Vandendorpe, IEEE Int. Symposium on Communications, Control and Signal Processing, Limassol, Cyprus, Mar. 2010, (invited paper).- "Multiaccess channels with state known to one encoder: Another case of degraded message sets ," [ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, and L. Vandendorpe, IEEE Int. Symp. Information Theory (ISIT), Seoul, Korea, Jun-Jul. 2009, pp. 2376-2380.- "On cooperative encoding with partially known non-causal interference,"
A. Zaidi, and L. Vandendorpe, 2nd International Symposium on Applied Sciences in Biomedical and Communication Technologies, special session on Mathematics Applied to Information and Communication Theory and Technology, Bratislava, Slovak Republic, Nov. 2009. (invited paper).- "Carbon-copying onto the dirty relay channel,"
A. Zaidi, and L. Vandendorpe, IEEE Wireless Communications and Mobile Computing Conference, Leipzig, Germany, Jun. 2009.- "Multiaccess channels with state known to one encoder: Another case of degraded message sets," [ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, and L. Vandendorpe, ACoRN Joint Workshop, Barcelona, Spain, Mar. 2009.- "Rate-optimized power allocation for OFDM transmission with multiple DF-regenerative relays and individual power constraints,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi, European Signal Processing Conference, (EUSIPCO), Glasgow, Scotland, July 2009. (invited paper).- "On the capacity of the Gaussian relay interferer channel with a cognitive source,"
A. Zaidi and L. Vandendorpe, IEEE Int. Commun. Conf. (ICC), Dresden, Germany, Jun. 2009, pp. 1-6.- "Power allocation for improved DF relayed OFDM transmission : The individual power constraint case,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi, IEEE Int. Commun. Conf. (ICC), Dresden, Germany, Jun. 2009, pp. 1-6.- "Rate-optimized power allocation for OFDM transmission with multiple DF-regenerative relays and an improved protocol,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi, IEEE Wireless Communications and Networking Conference, Budapest, Hungary, April 2009, pp. 1-6.- "Bounds on the capacity of the relay channel with states at the source,"
A. Zaidi, and L. Vandendorpe, IEEE International Symposium on Information Theory and its Applications (ISITA), Auckland, New Zealand, Dec. 2008.- "Improved OFDM transmission with DF relaying and power allocation for a sum power constraint,"
L. Vandendorpe, J. Louveaux, O. Oguz, and A. Zaidi, 3rd International Symposium on Wireless Pervasive Computing,(ISWPC), May 2008, pp. 665-669.- "Power allocation for OFDM transmission with DF relaying,"
L. Vandendorpe, R. T. Duran, J. Louveaux and A. Zaidi, IEEE Int. Commun. Conf. (ICC), Dresden, Germany, June 2008, pp. 3795-3800.- "Power allocation for OFDM transmission with DF relaying,"
L. Vandendorpe, R. T. Duran, J. Louveaux and A. Zaidi, IEEE Symposium on Communications and Vehicular Technology in the Benelux, Nov. 2007, pp. 1-6.- "Adaptive joint quantization and power allocation in wireless sensor networks,"
M. H. Chaudhary and A. Zaidi, and L. Vandendorpe, IEEE Asilomar conf. Signals, Systems, and Computers, Monterey, CA, Oct. 2008, pp. 914-919.- "Cooperative relaying with state at the relay," [ pdf file ]
A. Zaidi, S. P. Kotagiri, J. N. Laneman, L. Vandendorpe, IEEE Information Theory Workshop(ITW), Porto, Portugal, May 2008, pp. 139-143.- "Rate regions for the partially-cooperative relay broadcast channel with noncausal side information," [ pdf file ]
A. Zaidi, and L. Vandendorpe, IEEE Int. Symp. Information Theory (ISIT), Nice, France, June 2007, pp. 1246-1250.- "Lower bounds on the capacity regions of the multi-relay channel and the multi-relay broadcast channel with non-causal side-information," [ pdf file ]
A. Zaidi, L. Vandendorpe, and P. Duhamel, IEEE Int. Commun. Conf. (ICC), Glasgow, Scotland, June 2007, pp. 6005-6011.- "Sensitivity of achievable rates for the relay channel with channel estimation error," [ pdf file ]
A. Zaidi, and L. Vandendorpe,, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, Hawaii, USA, April 2007, pp. 497-500.- "Distributed space-time-frequency block codes for multiple-access- channel with relaying," [ pdf file ]
O. Oguz, A. Zaidi, J. Louveaux, and L. Vandendorpe, IEEE Global Comm. Conf. (GLOBECOM), Washington, DC, Nov. 2007, pp. 1729-1733.- "Low bit rate audio watermarking scheme under signal compression and additive noise,"
C. Delpha, B. D. Toukou, A. Zaidi, and P. Duhamel, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, Hawaii, USA, April 2007, pp. 189-192.- "On channel sensitivity to tow-sided partially known state information,"
A. Zaidi and P. Duhamel, IEEE Int. Commun. Conf. (ICC), Istanbul, Turkey, June 2006, pp. 1520-1525.- "MAC-aware coding strategy for multiple user information embedding,"
A. Zaidi and P. Piantanida, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May 2006, pp. 393-396.- "On coding with a partial knowledge of the state information,"
A. Zaidi and P. Duhamel, IEEE Asilomar conf. Signals, Systems, and Computers, Monterey, CA, Nov. 2005, pp. 657-661.- "Joint source-channel coding for lattice watermarking,"
A. Zaidi and P. Duhamel,0 European Signal Processing Conference (EUSIPCO), Antalia, Turkeyi, Sept. 2005.- "Modulo lattice additive noise channel for QIM watermarking,"
A. Zaidi and P. Duhamel, IEEE Int. Conf. Image Processing (ICIP), Genova, Italy, Sep. 2005, pp. 993-996.- "A scalar scheme for multiple User information Embedding,"
A. Zaidi, J. P. Piantanida, and P. Duhamel, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, USA, March 2005, pp. 5-8.- "A scaled plus noise model for digital watermarking. Application to time jitter,"
A. Zaidi, R. Boyer, and P. Duhamel, IEEE Asilomar conf. Signals, Systems, and Computers, Monterey, CA, Nov. 2004, pp. 2165-2169.- "Time jitter vs. additive noise in a game theory context,"
A. Zaidi, R. Boyer, and P. Duhamel, SPIE Conf. Security, Steganography and Watermarking of Multimedia Content, San Jose, CA, Jan. 2005. - " Federated Learning: You may communicate less often !" [ pdf file" ]