Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets

26 June 2019

Papers citing "Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets"

4 / 4 papers shown

Title
Characterizing the Generalization Error of Gibbs Algorithm with Symmetrized KL information Gholamali Aminian Yuheng Bu Laura Toni M. Rodrigues G. Wornell 14 4 0 28 Jul 2021
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms Mahdi Haghifam Jeffrey Negrea Ashish Khisti Daniel M. Roy Gintare Karolina Dziugaite 19 104 0 27 Apr 2020
Representing smooth functions as compositions of near-identity functions with implications for deep network optimization Peter L. Bartlett S. Evans Philip M. Long 68 31 0 13 Apr 2018
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 145 453 0 03 Dec 2007