ProxSparse: Regularized Learning of Semi-Structured Sparsity Masks for Pretrained LLMs. - Liu, Hongyi; Saha, Rajarshi; Jia, Zhen; Park, Youngsuk; Huang, Jiaji; Sabach, Shoham; Wang, Yu-Xiang; Karypis, George (CoRR, 2025)

Robust Semi-Decentralized Federated Learning via Collaborative Relaying. - Yemini, Michal; Saha, Rajarshi; Ozfatura, Emre; Gündüz, Deniz; Goldsmith, Andrea J. (IEEE Trans. Wirel. Commun., 2024)

Compressing Large Language Models using Low Rank and Low Precision Decomposition. - Saha, Rajarshi; Sagan, Naomi; Srivastava, Varun; Goldsmith, Andrea; Pilanci, Mert (2024)

Compressing Large Language Models using Low Rank and Low Precision Decomposition. - Saha, Rajarshi; Sagan, Naomi; Srivastava, Varun; Goldsmith, Andrea J.; Pilanci, Mert (CoRR, 2024)

Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks. - Saha, Rajarshi; Seif, Mohamed; Yemini, Michal; Goldsmith, Andrea J.; Poor, H. Vincent (CoRR, 2024)

Low Precision Representations for High Dimensional Models. - Saha, Rajarshi; Pilanci, Mert; Goldsmith, Andrea J. (2023)

Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy. - Saha, Rajarshi; Seif, Mohamed; Yemini, Michal; Goldsmith, Andrea J.; Poor, H. Vincent (2023)

Matrix Compression via Randomized Low Rank and Low Precision Factorization. - Saha, Rajarshi; Srivastava, Varun; Pilanci, Mert (2023)

Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy. - Saha, Rajarshi; Seif, Mohamed; Yemini, Michal; Goldsmith, Andrea J.; Poor, H. Vincent (CoRR, 2023)

Matrix Compression via Randomized Low Rank and Low Precision Factorization. - Saha, Rajarshi; Srivastava, Varun; Pilanci, Mert (CoRR, 2023)

Decentralized Optimization Over Noisy, Rate-Constrained Networks: Achieving Consensus by Communicating Differences. - Saha, Rajarshi; Rini, Stefano; Rao, Milind; Goldsmith, Andrea J. (IEEE J. Sel. Areas Commun., 2022)

Efficient Randomized Subspace Embeddings for Distributed Optimization Under a Communication Budget. - Saha, Rajarshi; Pilanci, Mert; Goldsmith, Andrea J. (IEEE J. Sel. Areas Inf. Theory, 2022)

Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams. - Biyik, Erdem; Lalitha, Anusha; Saha, Rajarshi; Goldsmith, Andrea; Sadigh, Dorsa (2022)

Semi-Decentralized Federated Learning with Collaborative Relaying. - Yemini, Michal; Saha, Rajarshi; Ozfatura, Emre; Gündüz, Deniz; Goldsmith, Andrea J. (2022)

Minimax Optimal Quantization of Linear Models: Information-Theoretic Limits and Efficient Algorithms. - Saha, Rajarshi; Pilanci, Mert; Goldsmith, Andrea J. (CoRR, 2022)

Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying. - Yemini, Michal; Saha, Rajarshi; Ozfatura, Emre; Gündüz, Deniz; Goldsmith, Andrea J. (CoRR, 2022)

Semi-Decentralized Federated Learning with Collaborative Relaying. - Yemini, Michal; Saha, Rajarshi; Ozfatura, Emre; Gündüz, Deniz; Goldsmith, Andrea J. (CoRR, 2022)

Decentralized Optimization Over Noisy, Rate-Constrained Networks: How We Agree By Talking About How We Disagree. - Saha, Rajarshi; Rini, Stefano; Rao, Milind; Goldsmith, Andrea (2021)

Distributed Learning and Democratic Embeddings: Polynomial-Time Source Coding Schemes Can Achieve Minimax Lower Bounds for Distributed Gradient Descent under Communication Constraints. - Saha, Rajarshi; Pilanci, Mert; Goldsmith, Andrea J. (CoRR, 2021)

Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams. - Biyik, Erdem; Lalitha, Anusha; Saha, Rajarshi; Goldsmith, Andrea; Sadigh, Dorsa (CoRR, 2021)

Decentralized optimization over noisy, rate-constrained networks: How we agree by talking about how we disagree. - Saha, Rajarshi; Rini, Stefano; Rao, Milind; Goldsmith, Andrea (CoRR, 2020)

Pushing the Range Limits of Commercial Passive RFIDs. - Wang, Jingxian; Zhang, Junbo; Saha, Rajarshi; Jin, Haojian; Kumar, Swarun (2019)

Sparsity Aware Fast Block LMS Algorithms for MIMO Radar Imaging. - Saha, Rajarshi; Das, Bijit K.; Chakraborty, Mrityunjoy (2018)