Publications
The Many Faces of Adversarial Risk: An Expanded Study
– IEEE Transactions on Information Theory
(2023)
70,
550
(doi: 10.1109/TIT.2023.3303221)
Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints
– Proceedings of Machine Learning Research
(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
– IEEE International Symposium on Information Theory Proceedings
(2022)
2022-June,
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)
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