Fast-Rate Loss Bounds via Conditional Information Measures with Applications to Neural Networks

22 October 2020

Papers citing "Fast-Rate Loss Bounds via Conditional Information Measures with Applications to Neural Networks"

4 / 4 papers shown

Title
Information-Theoretic Analysis of Minimax Excess Risk Hassan Hafez-Kolahi Behrad Moniri S. Kasaei 17 4 0 15 Feb 2022
Generalization Bounds via Information Density and Conditional Information Density Fredrik Hellström G. Durisi 27 65 0 16 May 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 110 147 0 06 Nov 2019
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 454 0 03 Dec 2007