Showing 1–18 of 18 results
/ Date/ Name
Oct 26, 2013Margin conditions for vector quantizationMay 26, 2014Nonasymptotic bounds for vector quantization in Hilbert spacesJan 29, 2012Fast rates for empirical vector quantizationJun 12, 2014Sparse Oracle Inequalities for Variable Selection via Regularized QuantizationDec 11, 2018Robust Bregman ClusteringJan 31, 2018The k-PDTM : a coreset for robust geometric inferenceJul 7, 2025Generalization bounds for score-based generative models: a synthetic proofMar 15, 2023Statistical learning on measures: an application to persistence diagramsJul 13, 2022Optimal Reach Estimation and Metric LearningSep 30, 2019ATOL: Measure Vectorization for Automatic Topologically-Oriented LearningAug 6, 2021Minimax Boundary Estimation and Estimation with BoundaryJan 11, 2018Quantization/clustering: when and why does k-means work?Nov 30, 2023Wasserstein GANs are Minimax Optimal Distribution EstimatorsDec 9, 2015Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold ReconstructionFeb 4, 2020Optimal quantization of the mean measure and applications to statistical learningMay 2, 2017Non-Asymptotic Rates for Manifold, Tangent Space, and Curvature EstimationJun 10, 2024Topological Analysis for Detecting Anomalies (TADA) in Time SeriesOct 26, 2021Topologically penalized regression on manifolds