A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity

21 October 2017

Papers citing "A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity"

12 / 12 papers shown

Title
Position: There Is No Free Bayesian Uncertainty Quantification Ivan Melev Goeran Kauermann UQCV BDL 77 0 0 04 Jun 2025
Anytime-Valid Tests of Group Invariance through Conformal Prediction Tyron Lardy M. F. Pérez-Ortiz 54 1 0 27 Jan 2024
The E-Posterior Peter D. Grünwald UQCV 112 18 0 03 Jan 2023
On the Importance of Gradient Norm in PAC-Bayesian Bounds Itai Gat Yossi Adi Alex Schwing Tamir Hazan BDL 97 6 0 12 Oct 2022
PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes Peter Grünwald Thomas Steinke Lydia Zakynthinou 78 30 0 17 Jun 2021
PAC-Bayes Analysis Beyond the Usual Bounds Omar Rivasplata Ilja Kuzborskij Csaba Szepesvári John Shawe-Taylor 123 80 0 23 Jun 2020
Revisiting minimum description length complexity in overparameterized models Raaz Dwivedi Chandan Singh Bin Yu Martin J. Wainwright 61 5 0 17 Jun 2020
Efron-Stein PAC-Bayesian Inequalities Ilja Kuzborskij Csaba Szepesvári 86 22 0 04 Sep 2019
Minimum Description Length Revisited Peter Grünwald Teemu Roos 147 66 0 21 Aug 2019
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes Jun Yang Shengyang Sun Daniel M. Roy 90 28 0 20 Aug 2019
Exact Calculation of Normalized Maximum Likelihood Code Length Using Fourier Analysis Atsushi Suzuki Kenji Yamanishi 39 8 0 11 Jan 2018
Fast Rates for General Unbounded Loss Functions: from ERM to Generalized Bayes Peter Grünwald Nishant A. Mehta 227 73 0 01 May 2016