statistical convergence

7 papers

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Co-occurring keywords

convergence analysis (394) sample complexity (1158) topological data analysis (120) empirical risk minimization (348) regression (11) reproducing kernel hilbert space (334) linear regression (281) curse of dimensionality (61) robust estimation (167) support estimation (6)

Papers

Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022

Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality NIPS 2020

Sparse Extreme Multi-label Learning with Oracle Property ICML 2019

Statistical Analysis and Parameter Selection for Mapper JMLR 2018

Competing with the Empirical Risk Minimizer in a Single Pass COLT 2015

A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data ICML 2014

Optimal learning rates for Kernel Conjugate Gradient regression NIPS 2010