Concentration in unbounded metric spaces and algorithmic stability

4 September 2013

Papers citing "Concentration in unbounded metric spaces and algorithmic stability"

15 / 15 papers shown

Title
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals Yan Wang Huaiqing Wu Dan Nettleton 19 9 0 28 Oct 2023
On the Concentration of the Minimizers of Empirical Risks Paul Escande 38 3 0 03 Apr 2023
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 43 7 0 22 Dec 2022
Lifting Weak Supervision To Structured Prediction Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 19 7 0 24 Nov 2022
Scaling ResNets in the Large-depth Regime Pierre Marion Adeline Fermanian Gérard Biau Jean-Philippe Vert 31 16 0 14 Jun 2022
Matrix Completion with Model-free Weighting Jiayi Wang R. K. Wong Xiaojun Mao Kwun Chuen Gary Chan 34 5 0 09 Jun 2021
The computational asymptotics of Gaussian variational inference and the Laplace approximation Zuheng Xu Trevor Campbell 39 7 0 13 Apr 2021
Multi-Armed Bandits with Dependent Arms Rahul Singh Fang Liu Yin Sun Ness B. Shroff 24 11 0 13 Oct 2020
Sharper bounds for uniformly stable algorithms Olivier Bousquet Yegor Klochkov Nikita Zhivotovskiy 23 120 0 17 Oct 2019
A Rademacher Complexity Based Method fo rControlling Power and Confidence Level in Adaptive Statistical Analysis L. Stefani E. Upfal 22 8 0 04 Oct 2019
Graphical Convergence of Subgradients in Nonconvex Optimization and Learning Damek Davis Dmitriy Drusvyatskiy 21 26 0 17 Oct 2018
Convergence and Concentration of Empirical Measures under Wasserstein Distance in Unbounded Functional Spaces Jing Lei 17 119 0 27 Apr 2018
Distribution-dependent concentration inequalities for tighter generalization bounds Xinxing Wu Junping Zhang 29 1 0 19 Jul 2016
Learning without Concentration S. Mendelson 92 333 0 01 Jan 2014
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 793 0 19 Feb 2009