Refined Error Bounds for Several Learning Algorithms

22 December 2015

Papers citing "Refined Error Bounds for Several Learning Algorithms"

10 / 10 papers shown

Title
Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation Haibo Yang Pei-Yuan Qiu Prashant Khanduri Minghong Fang Jia Liu FedML 42 1 0 04 May 2024
Optimal PAC Bounds Without Uniform Convergence Ishaq Aden-Ali Yeshwanth Cherapanamjeri Abhishek Shetty Nikita Zhivotovskiy 35 16 0 18 Apr 2023
The One-Inclusion Graph Algorithm is not Always Optimal Ishaq Aden-Ali Yeshwanth Cherapanamjeri Abhishek Shetty Nikita Zhivotovskiy 29 7 0 19 Dec 2022
Understanding Generalization via Leave-One-Out Conditional Mutual Information Mahdi Haghifam Shay Moran Daniel M. Roy Gintare Karolina Dziugaite 28 14 0 29 Jun 2022
Fast Rate Generalization Error Bounds: Variations on a Theme Xuetong Wu J. Manton U. Aickelin Jingge Zhu 30 7 0 06 May 2022
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability Idan Attias Steve Hanneke Yishay Mansour 35 15 0 11 Feb 2022
Towards a Unified Information-Theoretic Framework for Generalization Mahdi Haghifam Gintare Karolina Dziugaite Shay Moran Daniel M. Roy 27 34 0 09 Nov 2021
Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound Steve Hanneke A. Kontorovich 22 26 0 09 Nov 2020
Proper Learning, Helly Number, and an Optimal SVM Bound Olivier Bousquet Steve Hanneke Shay Moran Nikita Zhivotovskiy 13 51 0 24 May 2020
The Relationship Between Agnostic Selective Classification Active Learning and the Disagreement Coefficient Roei Gelbhart Ran El-Yaniv 15 11 0 19 Mar 2017