2 papers
stat.ML2024
WHOMP: Optimizing Randomized Controlled Trials via Wasserstein Homogeneity
Shizhou Xu, Thomas Strohmer
We investigate methods for partitioning datasets into subgroups that maximize diversity within each subgroup while minimizing dissimilarity across subgroups. We introduce a novel p…
cs.CR2024
Differentially Private Synthetic High-dimensional Tabular Stream
Girish Kumar, Thomas Strohmer, Roman Vershynin
While differentially private synthetic data generation has been explored extensively in the literature, how to update this data in the future if the underlying private data changes…