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Heterogeneous Change Point Inference

19 May 2015

Papers citing "Heterogeneous Change Point Inference"

27 / 27 papers shown

Title
Score-based change point detection via tracking the best of infinitely many experts Anna Markovich Nikita Puchkin 48 0 0 26 Aug 2024
Multiscale Quantile Regression with Local Error Control Zhi Liu Housen Li 81 1 0 17 Mar 2024
Fast and Optimal Inference for Change Points in Piecewise Polynomials via Differencing Shakeel Gavioli-Akilagun Piotr Fryzlewicz 48 1 0 07 Jul 2023
cpop: Detecting changes in piecewise-linear signals Paul Fearnhead D. Grose 44 2 0 23 Aug 2022
SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data Hyunsung Kim Bit Kim Don-Uk Chung Jinsung Yoon Sang-Ki Ko 19 10 0 22 Jun 2022
A Contrastive Approach to Online Change Point Detection Artur Goldman Nikita Puchkin Valeriia Shcherbakova Uliana Vinogradova 82 7 0 21 Jun 2022
Random Forests for Change Point Detection Malte Londschien Peter Bühlmann Solt Kovács 94 28 0 10 May 2022
Change-point regression with a smooth additive disturbance F. Pein 13 0 0 07 Dec 2021
Detecting changes in the trend function of heteroscedastic time series S. Schmidt 50 4 0 20 Aug 2021
A Variational View on Statistical Multiscale Estimation Markus Haltmeier Housen Li Axel Munk 64 4 0 10 Jun 2021
An Encoding Approach for Stable Change Point Detection Xiaodong Wang F. Hsieh AI4TS 43 2 0 11 May 2021
A review on minimax rates in change point detection and localisation Yi Yu 56 19 0 03 Nov 2020
Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems Mohammad Jafar Mashhadi Hadi Hemmati BDL MLAU 63 4 0 26 Aug 2020
Seeded Binary Segmentation: A general methodology for fast and optimal change point detection Solt Kovács Housen Li Peter Buhlmann Axel Munk 78 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
Optimal nonparametric multivariate change point detection and localization Oscar Hernan Madrid Padilla Yi Yu Daren Wang Alessandro Rinaldo 68 39 0 29 Oct 2019
Statistically and Computationally Efficient Change Point Localization in Regression Settings Daren Wang Zifeng Zhao Kevin Lin Rebecca Willett 84 39 0 26 Jun 2019
Bump detection in the presence of dependency: Does it ease or does it load? F. Enikeeva Axel Munk Mark Pohlmann Frank Werner 37 6 0 19 Jun 2019
Optimal nonparametric change point detection and localization Oscar Hernan Madrid Padilla Yi Yu Daren Wang Alessandro Rinaldo 55 23 0 24 May 2019
Bivariate change point detection: joint detection of changes in expectation and variance Michael Messer 18 5 0 02 Apr 2019
Nonparametric Change Point Detection in Regression V. Avanesov 29 1 0 06 Mar 2019
Multiscale change point detection for dependent data Holger Dette Theresa Eckle Mathias Vetter 38 42 0 14 Nov 2018
Optimal Inference with a Multidimensional Multiscale Statistic P. Datta B. Sen 60 9 0 06 Jun 2018
Selective review of offline change point detection methods Charles Truong L. Oudre Nicolas Vayatis 104 211 0 02 Jan 2018
Multiscale Change-point Segmentation: Beyond Step Functions Housen Li Qinghai Guo Axel Munk 76 21 0 13 Aug 2017
The Essential Histogram Housen Li Axel Munk H. Sieling G. Walther 145 16 0 21 Dec 2016
Multiple Change-point Detection: a Selective Overview Yue Niu Ning Hao Heping Zhang 70 115 0 13 Dec 2015