Papers & Research Projects
Papers & Research Projects
Minimax Optimal Kernel Two-Sample Tests with Random Features, Soumya Mukherjee, Bharath K. Sriperumbudur (Submitted, ArXiv Link : Minimax Optimal Kernel Two-Sample Tests with Random Features)
Uniform Kernel Prober, Soumya Mukherjee, Bharath K. Sriperumbudur (Submitted , ArXiv Link : Uniform Kernel Prober )
Zero-Concentrated Differential Privacy for natural exponential families, Aratrika Mustafi, Soumya Mukherjee, Matthew Reimherr, Aleksandra Slavković (Presented at Joint Statistical Meetings 2023, Toronto ; Link to Draft paper : Zero - Concentrated Differential Privacy for natural exponential families ; Link to slides : JSM 2023 slides )
Improving Privacy for Respondents in Randomized Controlled Trials: A Differential Privacy Approach, Soumya Mukherjee, Aratrika Mustafi, Aleksandra Slavković, Lars Vilhuber (National Bureau of Economic Research and Submitted to HDSR, ArXiv preprint link : Assessing Utility of Differential Privacy for RCTs , NBER link : Improving Privacy for Respondents in Randomized Controlled Trials: A Differential Privacy Approach )