Saha, Rajarshi

5 publications

ICML 2025 Proxsparse: Regularized Learning of Semi-Structured Sparsity Masks for Pretrained LLMs Hongyi Liu, Rajarshi Saha, Zhen Jia, Youngsuk Park, Jiaji Huang, Shoham Sabach, Yu-Xiang Wang, George Karypis

NeurIPS 2024 Compressing Large Language Models Using Low Rank and Low Precision Decomposition Rajarshi Saha, Naomi Sagan, Varun Srivastava, Andrea J. Goldsmith, Mert Pilanci

NeurIPS 2023 Matrix Compression via Randomized Low Rank and Low Precision Factorization Rajarshi Saha, Varun Srivastava, Mert Pilanci

NeurIPSW 2022 ColRel: Collaborative Relaying for Federated Learning over Intermittently Connected Networks Rajarshi Saha, Michal Yemini, Emre Ozfatura, Deniz Gunduz, Andrea Goldsmith

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