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Amir R. Asadi
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Chaining mutual information and tightening generalization bounds
AR Asadi, E Abbe, S Verdú
Advances in Neural Information Processing Systems, 7234-7243, 2018
1172018
Chaining meets chain rule: Multilevel entropic regularization and training of neural networks
AR Asadi, E Abbe
Journal of Machine Learning Research 21 (139), 1-32, 2020
352020
Compressing data on graphs with clusters
AR Asadi, E Abbe, S Verdú
2017 IEEE International Symposium on Information Theory (ISIT), 1583-1587, 2017
322017
Simple binary hypothesis testing under local differential privacy and communication constraints
A Pensia, AR Asadi, V Jog, PL Loh
The Thirty Sixth Annual Conference on Learning Theory, 3229-3230, 2023
62023
Maximum multiscale entropy and neural network regularization
AR Asadi, E Abbe
arXiv preprint arXiv:2006.14614, 2020
22020
On the Gibbs exponential mechanism and private synthetic data generation
AR Asadi, PL Loh
2023 IEEE International Symposium on Information Theory (ISIT), 2213-2218, 2023
12023
An Entropy-Based Model for Hierarchical Learning
AR Asadi
arXiv preprint arXiv:2212.14681, 2022
12022
On the Failure Probability of Used Coherent Systems
M Asadi, AR Asadi
Communications in Statistics-Theory and Methods 43 (10-12), 2468-2475, 2014
12014
Entropic regularization of neural networks: Self-similar approximations
AR Asadi, PL Loh
Journal of Statistical Planning and Inference, 106181, 2024
2024
Neural Network Learning: A Multiscale-Entropy and Self-Similarity Approach
AR Asadi
Princeton University, 2021
2021
Problem Corner
N Lord
The Mathematical Gazette 96 (537), 560-566, 2012
2012
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Artikelen 1–11