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Ery Arias-Castro

According to our database1, Ery Arias-Castro authored at least 30 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
An Axiomatic Definition of Hierarchical Clustering.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Elizabeth Coda
CoRR, 2024

2023
Moving Up the Cluster Tree with the Gradient Flow.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Wanli Qiao
SIAM J. Math. Data Sci., June, 2023

Stability of Sequential Lateration and of Stress Minimization in the Presence of Noise.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Phong Alain Chau
CoRR, 2023

2022
Template Matching and Change Point Detection by M-Estimation.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Lin Zheng
IEEE Trans. Inf. Theory, 2022

Embedding Functional Data: Multidimensional Scaling and Manifold Learning.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Wanli Qiao
CoRR, 2022

2021
An Asymptotic Equivalence between the Mean-Shift Algorithm and the Cluster Tree.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Wanli Qiao
CoRR, 2021

On the Consistency of Metric and Non-Metric K-Medoids.
[BibTeX]
[DOI]
He Jiang
,
Ery Arias-Castro
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Adel Javanmard
,
Bruno Pelletier
J. Mach. Learn. Res., 2020

Minimax Estimation of Distances on a Surface and Minimax Manifold Learning in the Isometric-to-Convex Setting.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Phong Alain Chau
CoRR, 2020

2019
Unconstrained and Curvature-Constrained Shortest-Path Distances and Their Approximation.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Thibaut Le Gouic
Discret. Comput. Geom., 2019

A Multiscale Scan Statistic for Adaptive Submatrix Localization.
[BibTeX]
[DOI]
Yuchao Liu
,
Ery Arias-Castro
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2017
Distribution-free detection of a submatrix.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Yuchao Liu
J. Multivar. Anal., 2017

Spectral Clustering Based on Local PCA.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Gilad Lerman
,
Teng Zhang
J. Mach. Learn. Res., 2017

A simple approach to sparse clustering.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Xiao Pu
Comput. Stat. Data Anal., 2017

2016
ERRATA: On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm.
[BibTeX]
[DOI]
Ery Arias-Castro
,
David Mason
,
Bruno Pelletier
J. Mach. Learn. Res., 2016

On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm.
[BibTeX]
[DOI]
Ery Arias-Castro
,
David Mason
,
Bruno Pelletier
J. Mach. Learn. Res., 2016

A nonparametric framework for quantifying generative inference on neuromorphic systems.
[BibTeX]
[DOI]
Ojash Neopane
,
Srinjoy Das
,
Ery Arias-Castro
,
Kenneth Kreutz-Delgado
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015
Detection of Long Edges on a Computational Budget: A Sublinear Approach.
[BibTeX]
[DOI]
Inbal Horev
,
Boaz Nadler
,
Ery Arias-Castro
,
Meirav Galun
,
Ronen Basri
SIAM J. Imaging Sci., 2015

2013
On the Fundamental Limits of Adaptive Sensing.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Emmanuel J. Candès
,
Mark A. Davenport
IEEE Trans. Inf. Theory, 2013

Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals.
[BibTeX]
[DOI]
Venkatesh Saligrama
,
Ery Arias-Castro
,
Rama Chellappa
,
Alfred O. Hero III
,
Robert D. Nowak
,
Venugopal V. Veeravalli
IEEE J. Sel. Top. Signal Process., 2013

On the convergence of maximum variance unfolding.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Bruno Pelletier
J. Mach. Learn. Res., 2013

2012
Oracle Inequalities and Minimax Rates for Nonlocal Means and Related Adaptive Kernel-Based Methods.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Joseph Salmon
,
Rebecca Willett
SIAM J. Imaging Sci., 2012

A two-stage denoising filter: The preprocessed Yaroslavsky filter.
[BibTeX]
[DOI]
Joseph Salmon
,
Rebecca Willett
,
Ery Arias-Castro
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Compressive binary search.
[BibTeX]
[DOI]
Mark A. Davenport
,
Ery Arias-Castro
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011
Clustering Based on Pairwise Distances When the Data is of Mixed Dimensions.
[BibTeX]
[DOI]
Ery Arias-Castro
IEEE Trans. Inf. Theory, 2011

Noise Folding in Compressed Sensing.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Yonina C. Eldar
IEEE Signal Process. Lett., 2011

Detecting a Vector Based on Linear Measurements
[BibTeX]
[DOI]
Ery Arias-Castro
CoRR, 2011

Oracle inequalities and minimax rates for non-local means and related adaptive kernel-based methods
[BibTeX]
[DOI]
Ery Arias-Castro
,
Joseph Salmon
,
Rebecca Willett
CoRR, 2011

2010
Networks of polynomial pieces with application to the analysis of point clouds and images.
[BibTeX]
[DOI]
Ery Arias-Castro
,
Boris Efros
,
Ofer Levi
J. Approx. Theory, 2010

2005
Near-optimal detection of geometric objects by fast multiscale methods.
[BibTeX]
[DOI]
Ery Arias-Castro
,
David L. Donoho
,
Xiaoming Huo
IEEE Trans. Inf. Theory, 2005


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