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Optimal nonparametric multivariate change point detection and localization

29 October 2019

Oscar Hernan Madrid Padilla

Papers citing "Optimal nonparametric multivariate change point detection and localization"

23 / 23 papers shown

Title
Optimal Online Change Detection via Random Fourier Features Florian Kalinke Shakeel Gavioli-Akilagun 73 0 0 23 May 2025
Score-based change point detection via tracking the best of infinitely many experts Anna Markovich Nikita Puchkin 48 0 0 26 Aug 2024
Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing Gabriel Arpino Xiaoqi Liu R. Venkataramanan 35 0 0 11 Apr 2024
Multiple change point detection in functional data with applications to biomechanical fatigue data Patrick Bastian Rupsa Basu Holger Dette 70 3 0 18 Dec 2023
Online Heavy-tailed Change-point detection Abishek Sankararaman Balakrishnan Balakrishnan Narayanaswamy 64 3 0 15 Jun 2023
Change point detection and inference in multivariable nonparametric models under mixing conditions Carlos Misael Madrid Padilla Haotian Xu Daren Wang Oscar Hernan Madrid Padilla Yi Yu 85 5 0 27 Jan 2023
A Contrastive Approach to Online Change Point Detection Artur Goldman Nikita Puchkin Valeriia Shcherbakova Uliana Vinogradova 82 7 0 21 Jun 2022
Dynamic and heterogeneous treatment effects with abrupt changes Oscar Hernan Madrid Padilla Yi Yu CML 44 2 0 18 Jun 2022
Network change point localisation under local differential privacy Mengchu Li Thomas B. Berrett Yi Yu 78 7 0 14 May 2022
Random Forests for Change Point Detection Malte Londschien Peter Bühlmann Solt Kovács 101 28 0 10 May 2022
Inference in high-dimensional online changepoint detection Yudong Chen Tengyao Wang R. Samworth 66 4 0 02 Nov 2021
High-dimensional changepoint estimation with heterogeneous missingness Bertille Follain Tengyao Wang R. Samworth 37 14 0 03 Aug 2021
Locally private online change point detection Thomas B. Berrett Yi Yu 61 13 0 22 May 2021
Adversarially robust change point detection Mengchu Li Yi Yu AAML 60 10 0 21 May 2021
Optimal multiple change-point detection for high-dimensional data Emmanuel Pilliat Alexandra Carpentier Nicolas Verzélen 67 16 0 16 Nov 2020
A review on minimax rates in change point detection and localisation Yi Yu 56 19 0 03 Nov 2020
Optimistic search: Change point estimation for large-scale data via adaptive logarithmic queries Solt Kovács Housen Li Lorenz Haubner Axel Munk Peter Buhlmann 92 5 0 20 Oct 2020
Localising change points in piecewise polynomials of general degrees Yi Yu S. Chatterjee Haotian Xu 37 14 0 20 Jul 2020
Detection and Description of Change in Visual Streams Davis Gilton Ruotian Luo Rebecca Willett Gregory Shakhnarovich AI4TS 50 4 0 27 Mar 2020
Optimal Change-Point Detection with Training Sequences in the Large and Moderate Deviations Regimes Haiyun He Q. Zhang Vincent Y. F. Tan 26 3 0 13 Mar 2020
High-dimensional, multiscale online changepoint detection Yudong Chen Tengyao Wang R. Samworth 71 56 0 07 Mar 2020
Seeded Binary Segmentation: A general methodology for fast and optimal change point detection Solt Kovács Housen Li Peter Buhlmann Axel Munk 81 79 0 16 Feb 2020
Change point localization in dependent dynamic nonparametric random dot product graphs Oscar Hernan Madrid Padilla Yi Yu Carey E. Priebe 54 27 0 18 Nov 2019