Reproducibility in Learning

Reproducibility in Learning

20 January 2022

Jessica Sorrell

Papers citing "Reproducibility in Learning"

15 / 15 papers shown

Title
Rethink Repeatable Measures of Robot Performance with Statistical Query Bowen Weng L. Capito Guillermo A. Castillo Dylan Khor 24 0 0 13 May 2025
Generalizability of experimental studies Federico Matteucci Vadim Arzamasov Jose Cribeiro-Ramallo Marco Heyden Konstantin Ntounas Klemens Bohm 47 0 0 25 Jun 2024
Repeatable and Reliable Efforts of Accelerated Risk Assessment L. Capito Guillermo A. Castillo Bowen Weng 29 2 0 30 May 2024
On the Computational Landscape of Replicable Learning Alkis Kalavasis Amin Karbasi Grigoris Velegkas Felix Y. Zhou 50 2 0 24 May 2024
Replicability is Asymptotically Free in Multi-armed Bandits Junpei Komiyama Shinji Ito Yuichi Yoshida Souta Koshino 27 1 0 12 Feb 2024
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization Liang Zhang Junchi Yang Amin Karbasi Niao He 28 2 0 26 Oct 2023
Statistical Indistinguishability of Learning Algorithms Alkis Kalavasis Amin Karbasi Shay Moran Grigoris Velegkas 25 16 0 23 May 2023
A Unified Characterization of Private Learnability via Graph Theory N. Alon Shay Moran Hilla Schefler Amir Yehudayoff 29 2 0 08 Apr 2023
Replicability and stability in learning Zachary Chase Shay Moran Amir Yehudayoff 24 9 0 07 Apr 2023
List and Certificate Complexities in Replicable Learning P. Dixon A. Pavan Jason Vander Woude N. V. Vinodchandran 24 12 0 05 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 28 29 0 22 Mar 2023
Replicable Clustering Hossein Esfandiari Amin Karbasi Vahab Mirrokni Grigoris Velegkas Felix Y. Zhou 29 13 0 20 Feb 2023
User-Level Private Learning via Correlated Sampling Badih Ghazi Ravi Kumar Pasin Manurangsi FedML 40 13 0 21 Oct 2021
LightDP: Towards Automating Differential Privacy Proofs Danfeng Zhang Daniel Kifer 43 72 0 27 Jul 2016
Sample Complexity Bounds on Differentially Private Learning via Communication Complexity Vitaly Feldman David Xiao 172 71 0 25 Feb 2014