Professor of Information Theory and Statistics
Publications
The Sample Complexity of Distributed Simple Binary Hypothesis Testing under Information Constraints
– Proceedings of Machine Learning Research
(2025)
291,
BAE-ViT: An Efficient Multimodal Vision Transformer for Bone Age Estimation.
– Tomography
(2024)
10,
2058
(doi: 10.3390/tomography10120146)
Robust Regression with Covariate Filtering: Heavy Tails and Adversarial Contamination
– Journal of the American Statistical Association
(2024)
120,
1002
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)
On the Extreme Points of the (0, δ)-Differential Privacy Polytope
– 2024 IEEE International Symposium on Information Theory (ISIT)
(2024)
00,
3059
Proposers of the vote of thanks to Crane and Xu and contribution to the Discussion of ‘Root and community inference on the latent growth process of a network’
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2024)
86,
866
(doi: 10.1093/jrsssb/qkae043)
The Sample Complexity of Simple Binary Hypothesis Testing
– Proceedings of Machine Learning Research
(2024)
247,
4205
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)
The Many Faces of Adversarial Risk: An Expanded Study
– IEEE Transactions on Information Theory
(2023)
70,
550
(doi: 10.1109/tit.2023.3303221)
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