Dorfman, Ron
- DoCoFL: Downlink Compression for Cross-Device Federated Learning
2023/02/01 by Ron Dorfman, Dorfman, Ron, Shay Vargaftik +5 · 5 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
- Adapting to Mixing Time in Stochastic Optimization with Markovian Data
2022/02/09 by Ron Dorfman, Kfir Y. Levy, Dorfman, Ron +1 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference
- Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers
2024/02/05 by Ron Dorfman, Naseem Yehya, Dorfman, Ron +3 · 2 citations
Economics, Econometrics and Finance · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Regional Development and Management Studies #and Cluster Computing (cs.DC)