3 papers
cs.IT2026
Second-Order Asymptotics of Two-Sample Tests
K V Harsha, Jithin Ravi, Tobias Koch
In two-sampling testing, one observes two independent sequences of independent and identically distributed random variables distributed according to the distributions and $P_…
cs.LG2025
Unsupervised Structural-Counterfactual Generation under Domain Shift
Krishn Vishwas Kher, Lokesh Venkata Siva Maruthi Badisa, Saksham Mittal +3
Motivated by the burgeoning interest in cross-domain learning, we present a novel generative modeling challenge: generating counterfactual samples in a target domain based on factu…
cs.IT2024
On the Second-Order Asymptotics of the Hoeffding Test and Other Divergence Tests
K. V. Harsha, Jithin Ravi, Tobias Koch
Consider a binary statistical hypothesis testing problem, where independent and identically distributed random variables are either distributed according to the null hypo…