Publications
Simple Binary Hypothesis Testing Under Local Differential Privacy and Communication Constraints
– IEEE Transactions on Information Theory
(2024)
71,
592
(doi: 10.1109/TIT.2024.3461361)
RobMedNAS: searching robust neural network architectures for medical image synthesis.
– Biomedical physics & engineering express
(2024)
10,
055029
(doi: 10.1088/2057-1976/ad6e87)
Communication-Constrained Hypothesis Testing: Optimality, Robustness, and Reverse Data Processing Inequalities
– IEEE Transactions on Information Theory
(2023)
70,
389
(doi: 10.1109/tit.2023.3334024)
Unifying the Brascamp-Lieb Inequality and the Entropy Power Inequality
– IEEE Transactions on Information Theory
(2022)
68,
7665
(doi: 10.1109/TIT.2022.3192913)
Robustifying Deep Networks for Medical Image Segmentation.
– Journal of digital imaging
(2021)
34,
1279
(doi: 10.1007/s10278-021-00507-5)
Reverse Euclidean and Gaussian Isoperimetric Inequalities for Parallel Sets with Applications
– IEEE Transactions on Information Theory
(2021)
67,
6368
(doi: 10.1109/tit.2021.3102828)
Adversarial Risk via Optimal Transport and Optimal Couplings
– IEEE Transactions on Information Theory
(2021)
67,
6031
(doi: 10.1109/TIT.2021.3100107)
Teaching and Learning in Uncertainty
– IEEE Transactions on Information Theory
(2020)
67,
598
(doi: 10.1109/TIT.2020.3030842)
A Geometric Analysis of the AWGN Channel With a $(\sigma , \rho )$ -Power Constraint
– IEEE Transactions on Information Theory
(2016)
62,
4413
(doi: 10.1109/TIT.2016.2580545)