A PAC-Bayesian Perspective on the Interpolating Information Criterion

13 November 2023

Papers citing "A PAC-Bayesian Perspective on the Interpolating Information Criterion"

5 / 5 papers shown

Title
Function-Space Regularization in Neural Networks: A Probabilistic Perspective Tim G. J. Rudner Sanyam Kapoor Shikai Qiu A. Wilson 24 12 0 28 Dec 2023
The Hessian perspective into the Nature of Convolutional Neural Networks Sidak Pal Singh Thomas Hofmann Bernhard Schölkopf 25 10 0 16 May 2023
Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization Spencer Frei Gal Vardi Peter L. Bartlett Nathan Srebro 24 22 0 02 Mar 2023
Bayesian Model Selection, the Marginal Likelihood, and Generalization Sanae Lotfi Pavel Izmailov Gregory W. Benton Micah Goldblum A. Wilson UQCV BDL 45 55 0 23 Feb 2022
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,878 0 15 Sep 2016