2 papers
cs.LG2025
Dimension Agnostic Testing of Survey Data Credibility through the Lens of Regression
Debabrota Basu, Sourav Chakraborty, Debarshi Chanda +3
Assessing whether a sample survey credibly represents the population is a critical question for ensuring the validity of downstream research. Generally, this problem reduces to est…
cs.LG2025
Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing
Debabrota Basu, Debarshi Chanda
Resource-efficiently computing representations of probability distributions and the distances between them while only having access to the samples is a fundamental and useful probl…