Publications
Generalization and Robustness of the Tilted Empirical Risk
– INTERNATIONAL CONFERENCE ON MACHINE LEARNING
(2025)
267,
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)
Entropic regularization of neural networks: Self-similar approximations
– Journal of Statistical Planning and Inference
(2024)
233,
106181
(doi: 10.1016/j.jspi.2024.106181)
An Entropy-Based Model for Hierarchical Learning
– Journal of Machine Learning Research
(2024)
25,
1
On the Gibbs Exponential Mechanism and Private Synthetic Data Generation
– 2023 IEEE International Symposium on Information Theory (ISIT)
(2023)
2023-June,
2213
Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints
– Proceedings of Machine Learning Research
(2023)
195,
3229