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Satchit Sivakumar

  1. Instance-Optimal Private Density Estimation in the Wasserstein Distance
    2024/06/27 by Vitaly Feldman, Feldman, Vitaly, Audra McMillan +5 · 4 citations
    Mathematics · #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Random Matrices and Applications #Statistics Theory (math.ST)
  2. Differentially Private Sampling from Distributions
    2022/11/15 by Sofya Raskhodnikova, Raskhodnikova, Sofya, Satchit Sivakumar +5 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data