conftrace_

statistical convergence

8 papers

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Co-occurring keywords · papers mentioning both

convergence rate (2) convergence analysis (1) sample complexity (1) topological data analysis (1) empirical risk minimization (1) regression (1) reproducing kernel hilbert space (1) kernel matrix (1) linear regression (1) curse of dimensionality (1)

Papers

Do Vendi Scores Converge with Finite Samples? Truncated Vendi Score for Finite-Sample Convergence Guarantees UAI 2025 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 NeurIPS 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 NeurIPS 2010