Saha, Rajarshi

1. Compressing Large Language Models using Low Rank and Low Precision Decomposition
   2024/05/29 by Saha, Rajarshi, Sagan, Naomi, Srivastava, Varun +2 · 11 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. Semi-Decentralized Federated Learning with Collaborative Relaying
   2022/05/23 by Yemini, Michal, Saha, Rajarshi, Ozfatura, Emre +2 · 2 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
3. Matrix Compression via Randomized Low Rank and Low Precision Factorization
   2023/10/17 by Rajarshi Saha, Saha, Rajarshi, Varun Srivastava +3 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
4. ProxSparse: Regularized Learning of Semi-Structured Sparsity Masks for Pretrained LLMs
   2025/02/01 by Liu, Hongyi, Saha, Rajarshi, Jia, Zhen +5 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks
   2024/06/06 by Rajarshi Saha, Saha, Rajarshi, Mohamed Seif +7 · 2 citations
   Computer Science · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering