Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher
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Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes

20 August 2019

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Papers citing "Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes"

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Title
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 154 0 0 08 Nov 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent Tongtian Zhu Fengxiang He Kaixuan Chen Mingli Song Dacheng Tao 154 15 0 05 Jun 2023
Lower Generalization Bounds for GD and SGD in Smooth Stochastic Convex Optimization Peiyuan Zhang Jiaye Teng J.N. Zhang 78 4 0 19 Mar 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
Integral Probability Metrics PAC-Bayes Bounds Ron Amit Baruch Epstein Shay Moran Ron Meir 118 18 0 01 Jul 2022
Anticorrelated Noise Injection for Improved Generalization Antonio Orvieto Hans Kersting F. Proske Francis R. Bach Aurelien Lucchi 116 48 0 06 Feb 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 193 206 0 21 Oct 2021
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
NeurIPS 2020 Competition: Predicting Generalization in Deep Learning Yiding Jiang Pierre Foret Scott Yak Daniel M. Roy H. Mobahi Gintare Karolina Dziugaite Samy Bengio Suriya Gunasekar Isabelle M Guyon Behnam Neyshabur Google Research OOD 74 55 0 14 Dec 2020
The Statistical Complexity of Early-Stopped Mirror Descent Tomas Vaskevicius Varun Kanade Patrick Rebeschini 86 23 0 01 Feb 2020
Learning under Model Misspecification: Applications to Variational and Ensemble methods A. Masegosa 29 1 0 18 Dec 2019