The Bayesian Stability Zoo

v1v2 (latest)

The Bayesian Stability Zoo

27 October 2023

Jonathan Shafer

ArXiv (abs)PDF HTML

Papers citing "The Bayesian Stability Zoo"

10 / 10 papers shown

Title
Generalizability of experimental studies Federico Matteucci Vadim Arzamasov Jose Cribeiro-Ramallo Marco Heyden Konstantin Ntounas Klemens Bohm 89 0 0 25 Jun 2024
Statistical Indistinguishability of Learning Algorithms Alkis Kalavasis Amin Karbasi Shay Moran Grigoris Velegkas 74 16 0 23 May 2023
A Unified Characterization of Private Learnability via Graph Theory N. Alon Shay Moran Hilla Schefler Amir Yehudayoff 81 3 0 08 Apr 2023
Stability is Stable: Connections between Replicability, Privacy, and Adaptive Generalization Mark Bun Marco Gaboardi Max Hopkins R. Impagliazzo Rex Lei T. Pitassi Satchit Sivakumar Jessica Sorrell 71 31 0 22 Mar 2023
Robustness Implies Privacy in Statistical Estimation Samuel B. Hopkins Gautam Kamath Mahbod Majid Shyam Narayanan 75 56 0 09 Dec 2022
Reproducibility in Learning R. Impagliazzo Rex Lei T. Pitassi Jessica Sorrell 64 44 0 20 Jan 2022
A Limitation of the PAC-Bayes Framework Roi Livni Shay Moran 47 25 0 24 Jun 2020
An Equivalence Between Private Classification and Online Prediction Mark Bun Roi Livni Shay Moran 75 76 0 01 Mar 2020
Information-theoretic analysis of generalization capability of learning algorithms Aolin Xu Maxim Raginsky 172 447 0 22 May 2017
Rényi Divergence and Kullback-Leibler Divergence T. Erven P. Harremoes 84 1,341 0 12 Jun 2012