Abdellatif Zaidi

IEEE Trans. Inf. Theory, September, 2024

Minimal Communication-Cost Statistical Learning.

[BibT_eX]

[DOI]

Piotr Krasnowski

Proceedings of the IEEE International Symposium on Information Theory, 2024

Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

In-Network Learning: Distributed Training and Inference in Networks.

[BibT_eX]

[DOI]

Matei Moldoveanu

Entropy, June, 2023

Rate-Exponent Region for a Class of Distributed Hypothesis Testing Against Conditional Independence Problems.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, February, 2023

Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD.

[BibT_eX]

[DOI]

Yijun Wan

Umut Simsekli

CoRR, 2023

Federated Learning You May Communicate Less Often!

[BibT_eX]

[DOI]

CoRR, 2023

Minimum Description Length and Generalization Guarantees for Representation Learning.

[BibT_eX]

[DOI]

Piotr Krasnowski

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

More Communication Does Not Result in Smaller Generalization Error in Federated Learning.

[BibT_eX]

[DOI]

Romain Chor

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning.

[BibT_eX]

[DOI]

Romain Chor

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Distributed Variational Representation Learning.

[BibT_eX]

[DOI]

Iñaki Estella Aguerri

IEEE Trans. Pattern Anal. Mach. Intell., 2021

On In-network learning. A Comparative Study with Federated and Split Learning.

[BibT_eX]

[DOI]

Matei Moldoveanu

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

On Learning Parametric Distributions from Quantized Samples.

[BibT_eX]

[DOI]

Septimia Sarbu

Proceedings of the IEEE International Symposium on Information Theory, 2021

Scalable Vector Gaussian Information Bottleneck.

[BibT_eX]

[DOI]

Mohammad Mahdi Mahvari

Mari Kobayashi

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Vector Gaussian CEO Problem Under Logarithmic Loss and Applications.

[BibT_eX]

[DOI]

Iñaki Estella Aguerri

IEEE Trans. Inf. Theory, 2020

Distributed Hypothesis Testing: Cooperation and Concurrent Detection.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views.

[BibT_eX]

[DOI]

Entropy, 2020

Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding.

[BibT_eX]

[DOI]

George Arvanitakis

Entropy, 2020

Information Theory for Data Communications and Processing.

[BibT_eX]

[DOI]

Entropy, 2020

On the Relevance-Complexity Region of Scalable Information Bottleneck.

[BibT_eX]

[DOI]

Mohammad Mahdi Mahvari

Mari Kobayashi

CoRR, 2020

Distributed Deep Variational Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Hypothesis Testing Against Independence Under Gaussian Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Some Results on the Vector Gaussian Hypothesis Testing Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

On the Capacity of Cloud Radio Access Networks With Oblivious Relaying.

[BibT_eX]

[DOI]

Giuseppe Caire

Shlomo Shamai Shitz

IEEE Trans. Inf. Theory, 2019

Optimal Rate-Exponent Region for a Class of Hypothesis Testing Against Conditional Independence Problems.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

2018

On Achievability for Downlink Cloud Radio Access Networks With Base Station Cooperation.

[BibT_eX]

[DOI]

Chien-Yi Wang

IEEE Trans. Inf. Theory, 2018

Rate-Distortion Region of a Gray-Wyner Model with Side Information.

[BibT_eX]

[DOI]

Entropy, 2018

Vector Gaussian CEO Problem Under Logarithmic Loss.

[BibT_eX]

[DOI]

Proceedings of the IEEE Information Theory Workshop, 2018

Uplink Oblivious Cloud Radio Access Networks: An Information Theoretic Overview.

[BibT_eX]

[DOI]

Giuseppe Caire

Shlomo Shamai Shitz

Proceedings of the 2018 Information Theory and Applications Workshop, 2018

Distributed Hypothesis Testing with Concurrent Detections.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Distributed Hypothesis Testing with Collaborative Detection.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

In-Network Compression for Multiterminal Cascade MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2017

Distributed Information Bottleneck Method for Discrete and Gaussian Sources.

[BibT_eX]

[DOI]

CoRR, 2017

Secure Lossy Source Coding for Some Classes of Helper and Gray-Wyner Models.

[BibT_eX]

[DOI]

CoRR, 2017

Compute-and-forward on Gaussian interference relay channel.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

A generalization of blahut-arimoto algorithm to compute rate-distortion regions of multiterminal source coding under logarithmic loss.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Two-encoder multiterminal source coding with side information under logarithmic loss.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Rate-distortion regions of instances of cascade source coding with side information.

[BibT_eX]

[DOI]

Chien-Yi Wang

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Rate-distortion region of a gray-wyner problem with side-information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Rate-Distortion Function for a Heegard-Berger Problem With Two Sources and Degraded Reconstruction Sets.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

On SDoF of Multi-Receiver Wiretap Channel With Alternating CSIT.

[BibT_eX]

[DOI]

Aydin Sezgin

IEEE Trans. Inf. Forensics Secur., 2016

Lossy Compression for Compute-and-Forward in Limited Backhaul Uplink Multicell Processing.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

On lossy source coding with equivocation constraints.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Lossy compression for compute-and-forward in limited backhaul wireless relay networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Modulo-lattice coding for non-orthogonal access.

[BibT_eX]

[DOI]

Jean-Claude Belfiore

Proceedings of the International Symposium on Wireless Communication Systems, 2016

Secure lossy helper and Gray-Wyner problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Compute-remap-compress-and-forward for limited backhaul uplink multicell processing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Rate distortion regions of Heegard-Berger problems with successive refinement and scalable coding.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

DF-based sum-rate optimization for multicarrier multiple access relay channel.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2015

On MISO Broadcast Channel With Alternating CSIT and Secrecy Constraints.

[BibT_eX]

[DOI]

Aydin Sezgin

CoRR, 2015

On two terminal interactive source coding for function computation with remote sources.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Bounds on the benefits of interaction in distributed source coding for function computation.

[BibT_eX]

[DOI]

Mohamed Ali Moussa

Roy Timo

Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

Lossless source coding for a Heegard-Berger problem with two sources and degraded reconstruction sets.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

Precoded filtered multitone with overlapping subcarriers for 5G communication systems.

[BibT_eX]

[DOI]

Stefano Tomasin

Proceedings of the 5th International Conference on Communications and Networking, 2015

Compute-and-forward on Compound Multiple Access Relay Channel.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Communications and Networking, 2015

Partial compute-compress-and-forward for limited backhaul uplink multicell processing.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Compute-and-Forward on a Multi-User Multi-Relay Channel.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2014

Compute-and-Forward on a Multiaccess Relay Channel: Coding and Symmetric-Rate Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Achievable Rate Regions for Two-Way Relay Channel Using Nested Lattice Coding.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

On Cooperative Multiple Access Channels With Delayed CSI at Transmitters.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Asymmetric cooperative multiple access channels with delayed CSI.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Achievable regions for interference channels with generalized and intermittent feedback.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Achievable secure degrees of freedom of MISO broadcast channel With alternating CSIT.

[BibT_eX]

[DOI]

Aydin Sezgin

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013

Bounds on the Capacity of the Relay Channel With Noncausal State at the Source.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Capacity Region of Cooperative Multiple-Access Channel With States.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Secure Degrees of Freedom of MIMO X-Channels With Output Feedback and Delayed CSIT.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2013

Multiaccess Channel With Partially Cooperating Encoders and Security Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2013

Lattice-based Wyner-Ziv coding for parallel Gaussian two-way relay channels.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

On multiple access channels with delayed CSI at transmitters.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Finite dimension Wyner-Ziv lattice coding for two-way relay channel.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Secure degrees of freedom of MIMO X-channels with output feedback and delayed CSI.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

On cooperative multiple access channels with delayed CSI.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Compress-and-forward on a multiaccess relay channel with computation at the receiver.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

2012

Secure Communication Over Parallel Relay Channel.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2012

Compute-and-Forward on a Multiaccess Relay Channel: Coding and Sum-Rate Optimization

[BibT_eX]

[DOI]

CoRR, 2012

Capacity Region of Multiple Access Channel with States Known Noncausally at One Encoder and Only Strictly Causally at the Other Encoder.

[BibT_eX]

[DOI]

CoRR, 2012

Amplify-and-forward on a multiaccess relay channel with computation at the receiver.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Network Games, 2012

Wyner-Ziv type versus noisy network coding for a state-dependent MAC.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Iterative sum-rate optimization for multiple access relay channels with a compute-and-forward relay.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

On multiaccess channel with unidirectional cooperation and security constraints.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

On the Lambert-W function for constrained resource allocation in cooperative networks.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2011

MAC with partially cooperating encoders and security constraints.

[BibT_eX]

[DOI]

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Resource allocation for multiple access relay channel with a compute-and-forward relay.

[BibT_eX]

[DOI]

Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Multiple access channel with states known noncausally at one encoder and only strictly causally at the other encoder.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

An achievable rate region for the broadcast wiretap channel with asymmetric side information.

[BibT_eX]

[DOI]

Maël Le Treust

Samson Lasaulce

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Cooperative relaying with state available noncausally at the relay.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

Bounds on the capacity of the relay channel with noncausal state information at source.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

On secure transmission over parallel relay eavesdropper channel.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

Coding schemes for relay-assisted information embedding.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2009

Lower Bounds on the Capacity of the Relay Channel with States at the Source.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2009

Rate-Optimized Power Allocation for DF-Relayed OFDM Transmission under Sum and Individual Power Constraints.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2009

Cooperative Relaying with State Available Non-Causally at the Relay

[BibT_eX]

[DOI]

CoRR, 2009

Rate-optimized power allocation for OFDM transmission with multiple DF/regenerative relays and an improved protocol.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Carbon-copying onto the dirty relay channel.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009

Multiaccess channels with state known to one encoder: Another case of degraded message sets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

Achievable Rates for the Gaussian Relay Interferer Channel with a Cognitive Source.

[BibT_eX]

[DOI]

Muhammad Hafeez Chaudhary

Proceedings of IEEE International Conference on Communications, 2009

Power Allocation for Improved DF Relayed OFDM Transmission: The Individual Power Constraint Case.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2009

Rate-optimized power allocation for OFDM transmission with multiple DF relays and individual power constraints.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Cooperative relaying with state available at the relay.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

Improved OFDM transmission with DF relaying and power allocation for a sum power constraint.

[BibT_eX]

[DOI]

Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

Power Allocation for OFDM Transmission with DF Relaying.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

Adaptive joint quantization and power allocation in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Broadcast- and MAC-Aware Coding Strategies for Multiple User Information Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Cooperative Relaying with State Available at the Relay Only

[BibT_eX]

[DOI]

CoRR, 2007

Rate Regions for the Partially-Cooperative Relay Broadcast Channel with Non-causal Side Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

Lower Bounds on the Capacity Regions of the Relay Channel and the Cooperative Relay-Broadcast Channel with Non-Causal Side Information.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

Sensitivity of Achievable Rates for the Relay Channel. Application to Relaying with Channel Estimation Error.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

An Efficient Low Bit-Rate Information Embedding Costa Based Scheme using a Perceptual Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Distributed Space-Time-Frequency Block Codes for Multiple-Access-Channel with Relaying.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

2006

Audio watermarking under desynchronization and additive noise attacks.

[BibT_eX]

[DOI]

Rémy Boyer

IEEE Trans. Signal Process., 2006

On Channel Sensitivity to Partially Known Two-sided State Information.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2006

Mac Aware Coding Strategy for Multiple User Information Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Time jitter versus additive noise in a game theory context.

[BibT_eX]

[DOI]

Rémy Boyer

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

Modulo lattice additive noise channel for QIM watermarking.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Scalar scheme for Multiple User Information Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Joint source-channel coding for lattice watermarking.

[BibT_eX]

[DOI]