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Dorfman, Ron

  1. 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
  2. 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
  3. 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)