引用次数
引用: 155
H-指数: 5
I10-指数 : 3
出版物: 16
Pushing the Range Limits of Commercial Passive RFIDs
Swarun Kumar , Haojian Jin , Jingxian Wang , Rajarshi Saha
networked systems design and implementation 301 -316
23
2019
Sparsity Aware Fast Block LMS Algorithms for MIMO Radar Imaging
Rajarshi Saha , Bijit K. Das , Mrityunjoy Chakraborty
2018 IEEE International Workshop on Signal Processing Systems (SiPS) 217 -222
2018
Semi-decentralized federated learning with collaborative relaying
Michal Yemini , Rajarshi Saha , Emre Ozfatura , Deniz Gündüz
Smpte Journal 1471 -1476
5
2022
Matrix compression via randomized low rank and low precision factorization
Rajarshi Saha , Varun Srivastava , Mert Pilanci
Advances in Neural Information Processing Systems 36
4
2023
Efficient randomized subspace embeddings for distributed optimization under a communication budget
Rajarshi Saha , Mert Pilanci , Andrea J Goldsmith
IEEE Journal on Selected Areas in Information Theory 3 ( 2) 183 -196
4
2022
Minimax optimal quantization of linear models: Information-theoretic limits and efficient algorithms
Rajarshi Saha , Mert Pilanci , Andrea J Goldsmith
arXiv preprint arXiv:2202.11277
2
2022
Low precision representations for high dimensional models
Rajarshi Saha , Mert Pilanci , Andrea J Goldsmith
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1 -5
1
2023
Compressing Large Language Models using Low Rank and Low Precision Decomposition
Rajarshi Saha , Naomi Sagan , Varun Srivastava , Andrea J Goldsmith
arXiv preprint arXiv:2405.18886
2024
Collaborative mean estimation over intermittently connected networks with peer-to-peer privacy
Rajarshi Saha , M Seif , Mohamed , Y
2023 IEEE International Symposium on Information Theory (ISIT) 174 -179
2023
ColRel: Collaborative relaying for federated learning over intermittently connected networks
Rajarshi Saha , Michal Yemini , Emre Ozfatura , Deniz Gunduz
Workshop on Federated Learning: Recent Advances and New Challenges (in Conjunction with NeurIPS 2022)
2
2022
Robust Semi-Decentralized Federated Learning via Collaborative Relaying
Michal Yemini , Rajarshi Saha , Emre Ozfatura , Deniz Gündüz
IEEE Transactions on Wireless Communications
2023
Decentralized optimization over noisy, rate-constrained networks: Achieving consensus by communicating differences
Rajarshi Saha , Stefano Rini , Milind Rao , Andrea J Goldsmith
IEEE Journal on Selected Areas in Communications 40 ( 2) 449 -467
18
2021
Partner-aware algorithms in decentralized cooperative bandit teams
Erdem Biyik , Anusha Lalitha , Rajarshi Saha , Andrea Goldsmith
Proceedings of the AAAI Conference on Artificial Intelligence 36 ( 9) 9296 -9303
3
2022
Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks
Rajarshi Saha , Mohamed Seif , Michal Yemini , Andrea J Goldsmith
arXiv preprint arXiv:2406.03766
2024
Challenges in Scalable Distributed Training of Deep Neural Networks under communication constraints (Project Report for CS230, Winter 2021)
Kateryna Pistunova , Rajarshi Saha , Akshay Nalla
ISSUE ON DISTRIBUTED CODING AND COMPUTATION
F Farnia , A Reisizadeh , R Pedarsani , A Jadbabaie