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Barekat, Farzin

  1. Laplacian Smoothing Gradient Descent
    2018/06/17 by Stanley Osher, Bao Wang, Osher, Stanley +10 · 7 citations
    Computer Science · Engineering · Physics and Astronomy · #65-06 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  2. DP-LSSGD: A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM
    2019/06/28 by Bao Wang, Quanquan Gu, Wang, Bao +7 · 3 citations
    Computer Science · #68T05 #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques