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Ery Arias-Castro

Math Dept, UCSD

Clustering by Hill-Climbing: Consistency Results



Ery Arias-Castro , Wanli Qiao


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An Asymptotic Equivalence between the Mean-Shift Algorithm and the Cluster Tree



Ery Arias-Castro , Wanli Qiao


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Level Sets or Gradient Lines? A Unifying View of Modal Clustering



Ery Arias-Castro , Wanli Qiao


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Minimax Estimation of Distances on a Surface and Minimax Manifold Learning in the Isometric-to-Convex Setting



Ery Arias-Castro , Phong Alain Chau


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Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning



Ery Arias-Castro , Adel Javanmard , Bruno Pelletier


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A Simple Approach to Sparse Clustering



Ery Arias-Castro , Xiao Pu

* Computational Statistics & Data Analysis. 2017 Jan 31 

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A Nonparametric Framework for Quantifying Generative Inference on Neuromorphic Systems



Ojash Neopane , Srinjoy Das , Ery Arias-Castro , Kenneth Kreutz-Delgado

* Accepted for lecture presentation at ISCAS 2016 

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Community Detection in Sparse Random Networks



Ery Arias-Castro , Nicolas Verzelen


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On the convergence of maximum variance unfolding



Ery Arias-Castro , Bruno Pelletier


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Community Detection in Random Networks



Ery Arias-Castro , Nicolas Verzelen


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