Navid Naderializadeh

IEEE Trans. Signal Process., 2025

2024

Robust Stochastically-Descending Unrolled Networks.

[BibT_eX]

[DOI]

Samar Hadou

IEEE Trans. Signal Process., 2024

Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach.

[BibT_eX]

[DOI]

CoRR, 2024

Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks.

[BibT_eX]

[DOI]

Xingran Chen

Shirin Saeedi Bidokhti

CoRR, 2024

State-Augmented Information Routing In Communication Systems With Graph Neural Networks.

[BibT_eX]

[DOI]

Sourajit Das

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Learning Resilient Radio Resource Management Policies With Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Primal-Dual Continual Learning: Stability and Plasticity through Lagrange Multipliers.

[BibT_eX]

[DOI]

CoRR, 2023

Stochastic Unrolled Federated Learning.

[BibT_eX]

[DOI]

Samar Hadou

CoRR, 2023

2022

State-Augmented Learnable Algorithms for Resource Management in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Guest Editorial: An End-to-End Machine Learning Perspective on Industrial IoT.

[BibT_eX]

[DOI]

Rita H. Wouhaybi

Ravikumar Balakrishnan

IEEE Internet Things Mag., 2022

A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Federated Representation Learning via Maximal Coding Rate Reduction.

[BibT_eX]

[DOI]

Juan Cerviño

CoRR, 2022

A Lagrangian Duality Approach to Active Learning.

[BibT_eX]

[DOI]

Juan Elenter

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

Adaptive Wireless Power Allocation with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Wireless Link Scheduling via Graph Representation Learning: A Comparative Study of Different Supervision Levels.

[BibT_eX]

[DOI]

CoRR, 2021

Set Representation Learning with Generalized Sliced-Wasserstein Embeddings.

[BibT_eX]

[DOI]

CoRR, 2021

Pooling by Sliced-Wasserstein Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Wasserstein Embedding for Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Contrastive Self-Supervised Learning for Wireless Power Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Optimizing the Configuration of Intelligent Reflecting Surfaces using Deep Learning.

[BibT_eX]

[DOI]

Chuan Sun

Morteza Hashemi

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020

Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2020

On the Communication Latency of Wireless Decentralized Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Wireless Power Control via Counterfactual Optimization of Graph Neural Networks.

[BibT_eX]

[DOI]

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

2019

Cache-Aided Interference Management in Wireless Cellular Networks.

[BibT_eX]

[DOI]

Mohammad Ali Maddah-Ali

IEEE Trans. Commun., 2019

Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2019

When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework.

[BibT_eX]

[DOI]

CoRR, 2019

A Power Efficient Fully Digital Beamforming Architecture for mmWave Communications.

[BibT_eX]

[DOI]

Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Monitoring Under-Modeled Rare Events for URLLC.

[BibT_eX]

[DOI]

Vasuki Narasimha Swamy

Venkatesan Nallampatti Ekambaram

Shilpa Talwar

Anant Sahai

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Deep CNN for Wideband Mmwave Massive Mimo Channel Estimation Using Frequency Correlation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Energy-Aware Multi-Server Mobile Edge Computing: A Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Morteza Hashemi

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Learning to Code: Coded Caching via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Seyed Mohammad Asghari

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Feedback-Based Interference Management in Ultra-Dense Networks via Parallel Dynamic Cell Selection and Link Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Fundamental Limits of Cache-Aided Interference Management.

[BibT_eX]

[DOI]

Mohammad Ali Maddah-Ali

IEEE Trans. Inf. Theory, 2017

Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory.

[BibT_eX]

[DOI]

Aly El Gamal

IEEE Trans. Inf. Theory, 2017

Topological Interference Management With Reconfigurable Antennas.

[BibT_eX]

[DOI]

Heecheol Yang

Jungwoo Lee

IEEE Trans. Commun., 2017

Ultra-Dense Networks in 5G: Interference Management via Non-Orthogonal Multiple Access and Treating Interference as Noise.

[BibT_eX]

[DOI]

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

On the optimality of separation between caching and delivery in general cache networks.

[BibT_eX]

[DOI]

Mohammad Ali Maddah-Ali

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

2015

Interference Networks With no CSIT: Impact of Topology.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

On the Optimality of Treating Interference as Noise.

[BibT_eX]

[DOI]

Chunhua Geng

Syed Ali Jafar

IEEE Trans. Inf. Theory, 2015

When does an ensemble of matrices with randomly scaled rows lose rank?

[BibT_eX]

[DOI]

Aly El Gamal

Proceedings of the IEEE International Symposium on Information Theory, 2015

Topological interference management with just retransmission: What are the "Best" topologies?

[BibT_eX]

[DOI]

Aly El Gamal

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

ITLinQ: A New Approach for Spectrum Sharing in Device-to-Device Communication Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

ITLinQ: A new approach for spectrum sharing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014

How to utilize caching to improve spectral efficiency in device-to-device wireless networks.

[BibT_eX]

[DOI]

David T. H. Kao

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Impact of topology on interference networks with no CSIT.

[BibT_eX]

[DOI]