Pushing the range limits of commercial passive {RFIDs} J Wang, J Zhang, R Saha, H Jin, S Kumar 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2019 | 74 | 2019 |
Semi-decentralized federated learning with collaborative relaying M Yemini, R Saha, E Ozfatura, D Gündüz, AJ Goldsmith 2022 IEEE International Symposium on Information Theory (ISIT), 1471-1476, 2022 | 28 | 2022 |
Decentralized optimization over noisy, rate-constrained networks: Achieving consensus by communicating differences R Saha, S Rini, M Rao, AJ Goldsmith IEEE Journal on Selected Areas in Communications 40 (2), 449-467, 2021 | 27* | 2021 |
Robust Semi-Decentralized Federated Learning via Collaborative Relaying M Yemini, R Saha, E Ozfatura, D Gündüz, AJ Goldsmith IEEE Transactions on Wireless Communications, 2023 | 8* | 2023 |
Matrix compression via randomized low rank and low precision factorization R Saha, V Srivastava, M Pilanci Advances in Neural Information Processing Systems 36, 2023 | 6 | 2023 |
Efficient randomized subspace embeddings for distributed optimization under a communication budget R Saha, M Pilanci, AJ Goldsmith IEEE Journal on Selected Areas in Information Theory 3 (2), 183-196, 2022 | 4 | 2022 |
ColRel: Collaborative relaying for federated learning over intermittently connected networks R Saha, M Yemini, E Ozfatura, D Gunduz, A Goldsmith Workshop on Federated Learning: Recent Advances and New Challenges (in …, 2022 | 3 | 2022 |
Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams E Biyik, A Lalitha, R Saha, A Goldsmith, D Sadigh Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9296-9303, 2022 | 3 | 2022 |
Minimax optimal quantization of linear models: Information-theoretic limits and efficient algorithms R Saha, M Pilanci, AJ Goldsmith arXiv preprint arXiv:2202.11277, 2022 | 2 | 2022 |
Compressing Large Language Models using Low Rank and Low Precision Decomposition R Saha, N Sagan, V Srivastava, AJ Goldsmith, M Pilanci arXiv preprint arXiv:2405.18886, 2024 | 1 | 2024 |
Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy R Saha, M Seif, M Yemini, AJ Goldsmith, H Vincent Poor 2023 IEEE International Symposium on Information Theory (ISIT), 2023 | 1 | 2023 |
Low precision representations for high dimensional models R Saha, M Pilanci, AJ Goldsmith ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
Sparsity Aware Fast Block LMS Algorithms for MIMO Radar Imaging R Saha, BK Das, M Chakraborty 2018 IEEE International Workshop on Signal Processing Systems (SiPS), 217-222, 2018 | 1 | 2018 |
Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks R Saha, M Seif, M Yemini, AJ Goldsmith, HV Poor arXiv preprint arXiv:2406.03766, 2024 | | 2024 |
ISSUE ON DISTRIBUTED CODING AND COMPUTATION F Farnia, A Reisizadeh, R Pedarsani, A Jadbabaie, X Wang, A Lalitha, ... | | |
Challenges in Scalable Distributed Training of Deep Neural Networks under communication constraints (Project Report for CS230, Winter 2021) K Pistunova, R Saha, A Nalla | | |