Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization

21 June 2021

Papers citing "Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization"

5 / 5 papers shown

Title
Universal generalization guarantees for Wasserstein distributionally robust models Tam Le Jérome Malick OOD 56 2 0 28 Jan 2025
Group Distributionally Robust Dataset Distillation with Risk Minimization Saeed Vahidian Mingyu Wang Jianyang Gu Vyacheslav Kungurtsev Wei Jiang Yiran Chen OOD DD 43 6 0 07 Feb 2024
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 296 3,113 0 04 Nov 2016
Sample Out-Of-Sample Inference Based on Wasserstein Distance Jose H. Blanchet Yang Kang 34 35 0 04 May 2016
Conditional mean embeddings as regressors - supplementary Steffen Grunewalder Guy Lever Luca Baldassarre Sam Patterson Arthur Gretton Massimiliano Pontil 85 143 0 21 May 2012