Professor of Information Theory and Statistics
Publications
Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints
– THIRTY SIXTH ANNUAL CONFERENCE ON LEARNING THEORY, VOL 195
(2023)
195,
3229
Unifying the Brascamp-Lieb Inequality and the Entropy Power Inequality
– IEEE Transactions on Information Theory
(2022)
68,
7665
(doi: 10.1109/tit.2022.3192913)
Simple Binary Hypothesis Testing under Communication Constraints
– 2022 IEEE International Symposium on Information Theory (ISIT)
(2022)
00,
3297
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)
Estimating location parameters in sample-heterogeneous distributions
– Information and Inference A Journal of the IMA
(2021)
11,
959
(doi: 10.1093/imaiai/iaab013)
The Many Faces of Adversarial Risk
– ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021)
(2021)
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 <inline-formula> <tex-math notation="LaTeX">$(\sigma , \rho )$ </tex-math> </inline-formula>-Power Constraint
– IEEE Transactions on Information Theory
(2016)
62,
4413
(doi: 10.1109/tit.2016.2580545)
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