Fantastic Generalization Measures are Nowhere to be Found

24 September 2023

Papers citing "Fantastic Generalization Measures are Nowhere to be Found"

10 / 10 papers shown

Title
The Generalization Error of Machine Learning Algorithms S. Perlaza Xinying Zou 64 5 0 18 Nov 2024
Which Algorithms Have Tight Generalization Bounds? Michael C. Gastpar Ido Nachum Jonathan Shafer T. Weinberger 18 0 0 02 Oct 2024
Approximating Metric Magnitude of Point Sets R. Andreeva James Ward Primoz Skraba Jie Gao Rik Sarkar 21 1 0 06 Sep 2024
Generalization Measures for Zero-Shot Cross-Lingual Transfer Saksham Bassi Duygu Ataman Kyunghyun Cho 16 0 0 24 Apr 2024
A PAC-Bayesian Link Between Generalisation and Flat Minima Maxime Haddouche Paul Viallard Umut Simsekli Benjamin Guedj 24 3 0 13 Feb 2024
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 13 9 0 21 Jun 2023
Information-theoretic generalization bounds for black-box learning algorithms Hrayr Harutyunyan Maxim Raginsky Greg Ver Steeg Aram Galstyan 32 41 0 04 Oct 2021
Failures of model-dependent generalization bounds for least-norm interpolation Peter L. Bartlett Philip M. Long 78 29 0 16 Oct 2020
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
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 111 577 0 27 Feb 2015