Wild binary segmentation for multiple change-point detection

4 November 2014

Papers citing "Wild binary segmentation for multiple change-point detection"

50 / 166 papers shown

Title
Adaptive Testing for Segmenting Watermarked Texts From Language Models Xingchi Li Xiaochi Liu Guanxun Li WaLM 275 0 0 10 Nov 2025
ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models Bosong Huang Ming Jin Yuxuan Liang Johan Barthelemy Debo Cheng Qingsong Wen Chenghao Liu Shirui Pan AI4TS 108 0 0 23 Oct 2025
StructuralDecompose: A Modular Framework for Robust Time Series Decomposition in R Allen Daniel Sunny AI4TS CML 112 0 0 06 Oct 2025
CLaP -- State Detection from Time Series Arik Ermshaus Patrick Schäfer Ulf Leser AI4TS 176 0 0 02 Apr 2025
Neural Network-Based Change Point Detection for Large-Scale Time-Evolving Data Jialiang Geng George Michailidis 140 0 0 13 Mar 2025
Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context Jianyu Xu Qiuzhuang Sun Yang Yang Huadong Mo Daoyi Dong 318 0 0 24 Feb 2025
Segmenting Watermarked Texts From Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Xingchi Li Guanxun Li Xianyang Zhang WaLM 160 3 0 28 Oct 2024
Finite Sample Complexity Analysis of Binary Segmentation Toby Dylan Hocking 113 0 0 11 Oct 2024
Improved identification of breakpoints in piecewise regression and its applications Taehyeong Kim Hyungu Lee Hayoung Choi 123 0 0 25 Aug 2024
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing Gabriel Arpino Xiaoqi Liu Julia Gontarek R. Venkataramanan 208 0 0 11 Apr 2024
Multiscale Quantile Regression with Local Error Control Zhi Liu Housen Li 204 1 0 17 Mar 2024
Multiple change point detection in functional data with applications to biomechanical fatigue data Patrick Bastian Rupsa Basu Holger Dette 325 6 0 18 Dec 2023
Online Multivariate Changepoint Detection: Leveraging Links With Computational Geometry Liudmila Pishchagina Gaetano Romano Paul Fearnhead Vincent Runge G. Rigaill 226 3 0 02 Nov 2023
An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical ZoneMachine Learning with Applications (MLWA), 2023 Ijazul Haq Byung Suk Lee Donna M. Rizzo J. Perdrial AI4TS 210 5 0 14 Sep 2023
Change Point Detection with Conceptors Noah D. Gade J. Rodu 110 0 0 11 Aug 2023
Fast and Optimal Inference for Change Points in Piecewise Polynomials via DifferencingElectronic Journal of Statistics (EJS), 2023 Shakeel Gavioli-Akilagun Piotr Fryzlewicz 161 2 0 07 Jul 2023
Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection Chengde Qian Guanghui Wang Changliang Zou 199 1 0 03 Jul 2023
Geometric-Based Pruning Rules For Change Point Detection in Multiple Independent Time Series Liudmila Pishchagina G. Rigaill Vincent Runge 162 3 0 15 Jun 2023
Online Heavy-tailed Change-point detectionConference on Uncertainty in Artificial Intelligence (UAI), 2023 Abishek Sankararaman Balakrishnan Balakrishnan Narayanaswamy 182 4 0 15 Jun 2023
Robust mean change point testing in high-dimensional data with heavy tails Mengchu Li Yudong Chen Tengyao Wang Yi Yu OOD 290 2 0 30 May 2023
Unsupervised Change Point Detection for heterogeneous sensor signals Mario Krause AI4TS 104 2 0 19 May 2023
$Testing for jumps in processes with integral fractional part and jump-robust inference on the Hurst exponent$ Testing for jumps in processes with integral fractional part and jump-robust inference on the Hurst exponentEconometrics and Statistics (ES), 2023 M. Bibinger Michael Sonntag 151 0 0 02 May 2023
A Multi-Task Deep Learning Approach for Sensor-based Human Activity Recognition and SegmentationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023 Furong Duan Tao Zhu Jinqiang Wang L. Chen Huansheng Ning Yaping Wan SSeg 142 21 0 20 Mar 2023
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point DetectionIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023 Matthew Werenski Shoaib Bin Masud James M. Murphy Shuchin Aeron 159 5 0 15 Feb 2023
Unsupervised Detection of Behavioural Drifts with Dynamic Clustering and Trajectory AnalysisIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Bardh Prenkaj Paola Velardi 148 10 0 13 Feb 2023
Minimizing Change-Point Estimation Error H. Chan 98 0 0 01 Feb 2023
Change point detection and inference in multivariable nonparametric models under mixing conditionsNeural Information Processing Systems (NeurIPS), 2023 Carlos Misael Madrid Padilla Haotian Xu Daren Wang Oscar Hernan Madrid Padilla Yi Yu 135 6 0 27 Jan 2023
Detecting Changes in the Transmission Rate of a Stochastic Epidemic ModelStatistics in Medicine (Stat Med), 2022 Jenny Huang Raphaël Morsomme David B. Dunson Jason Xu 84 3 0 27 Nov 2022
Smoothing splines for discontinuous signalsJournal of Computational And Graphical Statistics (JCGS), 2022 M. Storath Andreas Weinmann 175 5 0 23 Nov 2022
Doubly Inhomogeneous Reinforcement Learning Liyuan Hu Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 312 3 0 08 Nov 2022
Automatic Change-Point Detection in Time Series via Deep Learning Jie Li Paul Fearnhead Piotr Fryzlewicz Teng Wang AI4TS 159 27 0 07 Nov 2022
Sequential Gradient Descent and Quasi-Newton's Method for Change-Point AnalysisInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Xianyang Zhang Trisha Dawn 152 3 0 21 Oct 2022
A Semiparametric Approach to the Detection of Change-points in Volatility Dynamics of Financial DataCommunications in statistics. Simulation and computation (Commun. Stat. - Simul. Comput.), 2022 Huaiyu Hu A. Gangopadhyay 78 1 0 20 Oct 2022
cpop: Detecting changes in piecewise-linear signalsJournal of Statistical Software (JSS), 2022 Paul Fearnhead D. Grose 123 6 0 23 Aug 2022
Latent Neural Stochastic Differential Equations for Change Point DetectionIEEE Access (IEEE Access), 2022 Artem Sergeevich Ryzhikov M. Hushchyn D. Derkach 188 4 0 22 Aug 2022
Sparse change detection in high-dimensional linear regression Fengnan Gao Tengyao Wang 243 4 0 12 Aug 2022
Change point detection in high dimensional data with U-statisticsTest (Madrid) (TM), 2022 Cooper Boniece L. Horváth Peter Jacobs 199 1 0 18 Jul 2022
Data Segmentation for Time Series Based on a General Moving Sum ApproachAnnals of the Institute of Statistical Mathematics (AISM), 2022 Claudia Kirch Kerstin Reckruehm AI4TS 133 15 0 15 Jul 2022
Dynamic and heterogeneous treatment effects with abrupt changes Oscar Hernan Madrid Padilla Yi Yu CML 95 2 0 18 Jun 2022
Consistent Estimation of Multiple Breakpoints in Dependence Measures Marvin Borsch Alexander Mayer Dominik Wied 85 1 0 09 Jun 2022
Detecting Abrupt Changes in Sequential Pairwise Comparison DataNeural Information Processing Systems (NeurIPS), 2022 Wanshan Li Daren Wang Alessandro Rinaldo 175 2 0 25 May 2022
Network change point localisation under local differential privacyNeural Information Processing Systems (NeurIPS), 2022 Mengchu Li Thomas B. Berrett Yi Yu 219 8 0 14 May 2022
Random Forests for Change Point DetectionJournal of machine learning research (JMLR), 2022 Malte Londschien Peter Bühlmann Solt Kovács 169 35 0 10 May 2022
Testing Stationarity and Change Point Detection in Reinforcement LearningAnnals of Statistics (Ann. Stat.), 2022 Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 384 12 0 03 Mar 2022
Unsupervised Change Detection using DRE-CUSUMAsilomar Conference on Signals, Systems and Computers (ACSSC), 2022 Sudarshan Adiga Ravi Tandon AI4TS 154 3 0 27 Jan 2022
WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data Kamil Faber Roberto Corizzo B. Sniezynski Michael Baron Nathalie Japkowicz AI4TS 112 24 0 18 Jan 2022
PyChEst: a Python package for the consistent retrospective estimation of distributional changes in piece-wise stationary time series A. Khaleghi Lukas Zierahn OOD AI4TS 80 0 0 20 Dec 2021
Detection and Estimation of Multiple Transient Changes Michael Baron Sergey V. Malov 188 1 0 12 Dec 2021
Changepoint Analysis of Topic Proportions in Temporal Text Data Avinandan Bose Soumendu Sundar Mukherjee 110 2 0 29 Nov 2021
Subspace Change-Point Detection via Low-Rank Matrix Factorisation Euan T. McGonigle Hankui Peng 126 1 0 08 Oct 2021