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A Strongly Quasiconvex PAC-Bayesian Bound

19 August 2016

Papers citing "A Strongly Quasiconvex PAC-Bayesian Bound"

29 / 29 papers shown

Title
Deep Actor-Critics with Tight Risk Certificates Bahareh Tasdighi Manuel Haussmann Yi-Shan Wu A. Masegosa M. Kandemir UQCV 88 0 0 26 May 2025
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors Romain Chor Milad Sefidgaran Piotr Krasnowski 287 2 0 21 Feb 2025
Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Bounds Mehdi Hennequin Abdelkrim Zitouni K. Benabdeslem H. Elghazel Yacine Gaci 92 0 0 09 Nov 2024
A Generalization Result for Convergence in Learning-to-Optimize Michael Sucker Peter Ochs 91 0 0 10 Oct 2024
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss Yi-Shan Wu Yijie Zhang Badr-Eddine Chérief-Abdellatif Yevgeny Seldin 92 2 0 23 May 2024
Something for (almost) nothing: Improving deep ensemble calibration using unlabeled data Konstantinos Pitas Julyan Arbel BDL UQCV FedML 61 0 0 04 Oct 2023
Mixed moving average field guided learning for spatio-temporal data I. Curato O. Furat Lorenzo Proietti Bennet Stroeh AI4TS 108 2 0 02 Jan 2023
A General framework for PAC-Bayes Bounds for Meta-Learning A. Rezazadeh AI4CE 83 4 0 11 Jun 2022
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables Yi-Shan Wu Yevgeny Seldin 65 13 0 01 Jun 2022
Online PAC-Bayes Learning Maxime Haddouche Benjamin Guedj 107 22 0 31 May 2022
Enhancing Adversarial Training with Second-Order Statistics of Weights Gao Jin Xinping Yi Wei Huang S. Schewe Xiaowei Huang AAML 89 48 0 11 Mar 2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization Sanae Lotfi Pavel Izmailov Gregory W. Benton Micah Goldblum A. Wilson UQCV BDL 153 58 0 23 Feb 2022
Failure Prediction with Statistical Guarantees for Vision-Based Robot Control Alec Farid David Snyder Allen Z. Ren Anirudha Majumdar 92 17 0 11 Feb 2022
Self-Certifying Classification by Linearized Deep Assignment Bastian Boll Alexander Zeilmann Stefania Petra Christoph Schnörr 47 2 0 26 Jan 2022
Conditionally Gaussian PAC-Bayes Eugenio Clerico George Deligiannidis Arnaud Doucet 110 10 0 22 Oct 2021
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 193 207 0 21 Oct 2021
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote Yi-Shan Wu A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 60 8 0 25 Jun 2021
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound Valentina Zantedeschi Paul Viallard Emilie Morvant Rémi Emonet Amaury Habrard Pascal Germain Benjamin Guedj FedML BDL 95 17 0 23 Jun 2021
Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability Alec Farid Anirudha Majumdar 81 36 0 12 Feb 2021
PAC-Bayes Bounds for Meta-learning with Data-Dependent Prior Tianyu Liu Jie Lu Zheng Yan Guangquan Zhang 56 14 0 07 Feb 2021
Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms Gholamali Aminian Laura Toni M. Rodrigues 142 16 0 03 Feb 2021
Efficient hyperparameter optimization by way of PAC-Bayes bound minimization John J. Cherian Andrew G. Taube R. McGibbon Panagiotis Angelikopoulos Guy Blanc M. Snarski D. D. Richman J. L. Klepeis D. Shaw 33 6 0 14 Aug 2020
Tighter risk certificates for neural networks Maria Perez-Ortiz Omar Rivasplata John Shawe-Taylor Csaba Szepesvári UQCV 91 108 0 25 Jul 2020
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 142 40 0 01 Jul 2020
PAC-Bayes Analysis Beyond the Usual Bounds Omar Rivasplata Ilja Kuzborskij Csaba Szepesvári John Shawe-Taylor 123 80 0 23 Jun 2020
Efron-Stein PAC-Bayesian Inequalities Ilja Kuzborskij Csaba Szepesvári 86 22 0 04 Sep 2019
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes Jun Yang Shengyang Sun Daniel M. Roy 90 28 0 20 Aug 2019
PAC-Bayes with Backprop Omar Rivasplata Vikram Tankasali Csaba Szepesvári 99 50 0 19 Aug 2019
On PAC-Bayesian Bounds for Random Forests S. Lorenzen Christian Igel Yevgeny Seldin 42 13 0 23 Oct 2018