Amir R. Asadi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Hypothesis Testing

Supervised Training

Mutual Information

Top Venues

J. Mach. Learn. Res.

Publications

Ankit Pensia, Amir R. Asadi, Varun S. Jog, Po-Ling Loh
Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints. CoRR (2023)
Amir R. Asadi
An Entropy-Based Model for Hierarchical Learning. CoRR (2022)
Amir R. Asadi, Emmanuel Abbe
Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks. J. Mach. Learn. Res. 21 (2020)
Amir R. Asadi, Emmanuel Abbe
Maximum Multiscale Entropy and Neural Network Regularization. CoRR (2020)
Amir R. Asadi, Emmanuel Abbe
Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets. CoRR (2019)
Amir R. Asadi, Emmanuel Abbe, Sergio Verdú
Chaining Mutual Information and Tightening Generalization Bounds. CoRR (2018)
Amir R. Asadi, Emmanuel Abbe, Sergio Verdú
Chaining Mutual Information and Tightening Generalization Bounds. NeurIPS (2018)
Amir R. Asadi, Emmanuel Abbe, Sergio Verdú
Compressing data on graphs with clusters. ISIT (2017)