2 papers
math.ST2026
On the Sample Complexity of Robust Binary Hypothesis Testing
Shankar Vallinayagam, Ankit Pensia, Varun Jog
We study the sample complexity of robust binary hypothesis testing under three standard contamination models: -additive (Huber), -subtractive, and $\varep…
cs.IT2025
The Sample Complexity of Distributed Simple Binary Hypothesis Testing under Information Constraints
Hadi Kazemi, Ankit Pensia, Varun Jog
This paper resolves two open problems from a recent paper, arXiv:2403.16981, concerning the sample complexity of distributed simple binary hypothesis testing under information cons…