Arias-Castro, Ery

7 publications

JMLR 2025 An Axiomatic Definition of Hierarchical Clustering Ery Arias-Castro, Elizabeth Coda

AISTATS 2021 On the Consistency of Metric and Non-Metric K-Medoids He Jiang, Ery Arias-Castro

JMLR 2020 Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning Ery Arias-Castro, Adel Javanmard, Bruno Pelletier

JMLR 2017 Spectral Clustering Based on Local PCA Ery Arias-Castro, Gilad Lerman, Teng Zhang

JMLR 2016 ERRATA: On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm Ery Arias-Castro, David Mason, Bruno Pelletier

JMLR 2016 On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm Ery Arias-Castro, David Mason, Bruno Pelletier

JMLR 2013 On the Convergence of Maximum Variance Unfolding Ery Arias-Castro, Bruno Pelletier