Improved PAC-Bayesian Bounds for Linear Regression

6 December 2019

Papers citing "Improved PAC-Bayesian Bounds for Linear Regression"

9 / 9 papers shown

Title
Stability-based Generalization Bounds for Variational Inference Yadi Wei Roni Khardon BDL 81 0 0 17 Feb 2025
Length independent generalization bounds for deep SSM architectures via Rademacher contraction and stability constraints Dániel Rácz Mihaly Petreczky Bálint Daróczy 156 1 0 30 May 2024
PAC-Bayesian bounds for learning LTI-ss systems with input from empirical loss Deividas Eringis J. Leth Zheng-Hua Tan R. Wisniewski Mihaly Petreczky 67 4 0 29 Mar 2023
PAC-Bayesian Generalization Bounds for Adversarial Generative Models S. Mbacke Florence Clerc Pascal Germain 104 9 0 17 Feb 2023
PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models Deividas Eringis J. Leth Zheng-Hua Tan Rafal Wisniewski Mihaly Petreczky 69 1 0 30 Dec 2022
Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice Jonas Rothfuss Martin Josifoski Vincent Fortuin Andreas Krause 122 10 0 14 Nov 2022
PAC-Bayesian theory for stochastic LTI systems Deividas Eringis J. Leth Zheng-Hua Tan Rafal Wisniewski Alireza Fakhrizadeh Esfahani Mihaly Petreczky 104 9 0 23 Mar 2021
PAC-Bayes Analysis Beyond the Usual Bounds Omar Rivasplata Ilja Kuzborskij Csaba Szepesvári John Shawe-Taylor 123 80 0 23 Jun 2020
PAC-Bayes unleashed: generalisation bounds with unbounded losses Maxime Haddouche Benjamin Guedj Omar Rivasplata John Shawe-Taylor 100 56 0 12 Jun 2020