2 papers
stat.ML2026
Sinkhorn Based Associative Memory Retrieval Using Spherical Hellinger Kantorovich Dynamics
Aratrika Mustafi, Soumya Mukherjee
We propose a dense associative memory for empirical measures (weighted point clouds). Stored patterns and queries are finitely supported probability measures, and retrieval is defi…
stat.AP2026
Assessing Utility of Differential Privacy for RCTs
Kaitlyn R. Webb, Soumya Mukherjee, Aratrika Mustafi +2
Randomized controlled trials (RCTs) have become powerful tools for assessing the impact of interventions and policies in many contexts. They are considered the gold standard for ca…