Statistical Indistinguishability of Learning Algorithms

Statistical Indistinguishability of Learning Algorithms

23 May 2023

Alkis Kalavasis

Grigoris Velegkas

Papers citing "Statistical Indistinguishability of Learning Algorithms"

15 / 15 papers shown

Title
Generalizability of experimental studies Federico Matteucci Vadim Arzamasov Jose Cribeiro-Ramallo Marco Heyden Konstantin Ntounas Klemens Bohm 40 0 0 25 Jun 2024
Replicability in High Dimensional Statistics Max Hopkins R. Impagliazzo Daniel Kane Sihan Liu Christopher Ye 17 2 0 04 Jun 2024
On the Computational Landscape of Replicable Learning Alkis Kalavasis Amin Karbasi Grigoris Velegkas Felix Y. Zhou 27 2 0 24 May 2024
Privacy of SGD under Gaussian or Heavy-Tailed Noise: Guarantees without Gradient Clipping Umut Simsekli Mert Gurbuzbalaban S. Yıldırım Lingjiong Zhu 30 2 0 04 Mar 2024
Replicable Learning of Large-Margin Halfspaces Alkis Kalavasis Amin Karbasi Kasper Green Larsen Grigoris Velegkas Felix Y. Zhou 19 8 0 21 Feb 2024
Replicability is Asymptotically Free in Multi-armed Bandits Junpei Komiyama Shinji Ito Yuichi Yoshida Souta Koshino 16 1 0 12 Feb 2024
The Bayesian Stability Zoo Shay Moran Hilla Schefler Jonathan Shafer 13 6 0 27 Oct 2023
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization Liang Zhang Junchi Yang Amin Karbasi Niao He 11 2 0 26 Oct 2023
Simple online learning with consistent oracle A. Kozachinskiy Tomasz Steifer CLL 13 2 0 15 Aug 2023
Optimal Learners for Realizable Regression: PAC Learning and Online Learning Idan Attias Steve Hanneke Alkis Kalavasis Amin Karbasi Grigoris Velegkas 14 21 0 07 Jul 2023
Replicability in Reinforcement Learning Amin Karbasi Grigoris Velegkas Lin F. Yang Felix Y. Zhou 14 11 0 31 May 2023
Replicable Reinforcement Learning Eric Eaton Marcel Hussing Michael Kearns Jessica Sorrell OffRL 11 13 0 24 May 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 17 29 0 22 Mar 2023
Replicable Clustering Hossein Esfandiari Amin Karbasi Vahab Mirrokni Grigoris Velegkas Felix Y. Zhou 16 13 0 20 Feb 2023
On the Statistical Complexity of Estimation and Testing under Privacy Constraints Clément Lalanne Aurélien Garivier Rémi Gribonval 16 7 0 05 Oct 2022