Avishek Ghosh

1. Communication-Efficient and Byzantine-Robust Distributed Learning with\n Error Feedback
   2019/11/21 by Avishek Ghosh, Raj Kumar Maity, Ghosh, Avishek +7 · 1 citation
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Breaking the √(T) Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits
   2022/05/19 by Avishek Ghosh, Abishek Sankararaman, Ghosh, Avishek +1 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
3. Decentralized Competing Bandits in Non-Stationary Matching Markets
   2022/05/31 by Avishek Ghosh, Abishek Sankararaman, Ghosh, Avishek +7 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems
4. On Learning Mixture of Linear Regressions in the Non-Realizable Setting
   2022/05/26 by Avishek Ghosh, Arya Mazumdar, Ghosh, Avishek +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
5. PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
   2024/06/06 by Lokesh Nagalapatti, Nagalapatti, Lokesh, Pranava Singhal +5 · 1 citation
   Computer Science · #Advanced Statistical Modeling Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)