Basak Guler

Umit Yigit Basaran

IEEE Trans. Inf. Theory, November, 2024

Secure Gradient Aggregation With Sparsification for Resource-Limited Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Commun., November, 2024

Privacy-Preserving Collaborative Learning With Linear Communication Complexity.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, August, 2024

Over-the-Air Clustered Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., July, 2024

Secure Aggregation for Clustered Federated Learning With Passive Adversaries.

[BibT_eX]

[DOI]

IEEE Trans. Commun., July, 2024

SCALR: Communication-Efficient Secure Multi-Party Logistic Regression.

[BibT_eX]

[DOI]

IEEE Trans. Commun., January, 2024

FLASH: Federated Learning Across Simultaneous Heterogeneities.

[BibT_eX]

[DOI]

Srikanth V. Krishnamurthy

Sk Miraj Ahmed

Samet Oymak

CoRR, 2024

Plug-and-Play Transformer Modules for Test-Time Adaptation.

[BibT_eX]

[DOI]

Srikanth V. Krishnamurthy

Sk Miraj Ahmed

Samet Oymak

CoRR, 2024

Clustered Federated Learning for Massive MIMO Power Allocation.

[BibT_eX]

[DOI]

Yushu Yan

Srikanth Krishnamurthy

Proceedings of the IEEE Military Communications Conference, 2024

Secure Submodel Aggregation for Resource-Aware Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Sparsity-Based Secure Gradient Aggregation for Resource-Constrained Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Secure Aggregation for Clustered Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Breaking the Quadratic Communication Overhead of Secure Multi-Party Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Federated Learning for Massive MIMO Power Allocation.

[BibT_eX]

[DOI]

Yushu Yan

Srikanth V. Krishnamurthy

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Over-the-Air Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Communication-Efficient Secure Aggregation for Federated Learning.

[BibT_eX]

[DOI]

Irem Ergün

Proceedings of the IEEE Global Communications Conference, 2022

2021

Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

Byzantine-Resilient Secure Federated Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

Sparsified Secure Aggregation for Privacy-Preserving Federated Learning.

[BibT_eX]

[DOI]

Irem Ergün

CoRR, 2021

Secure Aggregation for Buffered Asynchronous Federated Learning.

[BibT_eX]

[DOI]

Ramy E. Ali

CoRR, 2021

Sustainable Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

A Framework for Sustainable Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

Energy-Harvesting Distributed Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

TACC: Topology-Aware Coded Computing for Distributed Graph Processing.

[BibT_eX]

[DOI]

Antonio Ortega

IEEE Trans. Signal Inf. Process. over Networks, 2020

A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.

[BibT_eX]

[DOI]

Salman Avestimehr

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.

[BibT_eX]

[DOI]

Payman Mohassel

IACR Cryptol. ePrint Arch., 2019

Privacy-Aware Distributed Graph-Based Semi-Supervised Learning.

[BibT_eX]

[DOI]

Antonio Ortega

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Robust Graph Signal Sampling.

[BibT_eX]

[DOI]

Ajinkya Jayawant

Antonio Ortega

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Influence Propagation in Social Networks with Positive and Negative Relationships.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Lossy Coding of Correlated Sources Over a Multiple Access Channel: Necessary Conditions and Separation Results.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

The Semantic Communication Game.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2018

2017

Two-Party Zero-Error Function Computation with Asymmetric Priors.

[BibT_eX]

[DOI]

Entropy, 2017

On the necessary conditions for transmitting correlated sources over a multiple access channel.

[BibT_eX]

[DOI]

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

2016

Lossy Transmission of Correlated Sources over a Multiple Access Channel: Necessary Conditions and Separation Results.

[BibT_eX]

[DOI]

CoRR, 2016

On lossy transmission of correlated sources over a multiple access channel.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Learning causal information flow structures in multi-layer networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Interactive Function Compression with Asymmetric Priors.

[BibT_eX]

[DOI]

Proceedings of the 2016 Data Compression Conference, 2016

2015

Using Social Sensors for Influence Propagation in Networks With Positive and Negative Relationships.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Protocols for efficient inference communication.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Maximizing recommender's influence in a social network: An information theoretic perspective.

[BibT_eX]

[DOI]

Kaya Tutuncuoglu

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Remote source coding with two-sided information.

[BibT_eX]

[DOI]

Ebrahim MolavianJazi

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

Uplink Interference Management for Coexisting MIMO Femtocell and Macrocell Networks: An Interference Alignment Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Selective Interference Alignment for MIMO Cognitive Femtocell Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Semantic index assignment.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

A study on compressing graphical structures.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Communicating in a socially-aware network: Impact of relationship types.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Compressing Semantic Information with Varying Priorities.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2014

Optimal strategies for targeted influence in signed networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

Selective interference alignment for MIMO femtocell networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

A study of semantic data compression.

[BibT_eX]

[DOI]

Prithwish Basu

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2011

Interference Alignment for Cooperative MIMO Femtocell Networks.

[BibT_eX]

[DOI]