Scan $B$ -Statistic for Kernel Change-Point Detection

5 July 2015

Shuang Li

Yao Xie

H. Dai

Le Song

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Papers citing "Scan $B$-Statistic for Kernel Change-Point Detection"

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Title
Post-detection inference for sequential changepoint localization Aytijhya Saha Aaditya Ramdas 43 0 0 10 Feb 2025
Sequential Change Point Detection via Denoising Score Matching Wenbin Zhou Liyan Xie Zhigang Peng Shixiang Zhu 32 0 0 22 Jan 2025
Real-time Fuel Leakage Detection via Online Change Point Detection Ruimin Chu Li Chik Yiliao Song Jeffrey Chan Xiaodong Li 20 0 0 13 Oct 2024
Score-based change point detection via tracking the best of infinitely many experts Anna Markovich Nikita Puchkin 21 0 0 26 Aug 2024
RIO-CPD: A Riemannian Geometric Method for Correlation-aware Online Change Point Detection Chengyuan Deng Zhengzhang Chen Xujiang Zhao Haoyu Wang Junxiang Wang Haifeng Chen Jie Gao 25 0 0 12 Jul 2024
An Evaluation of Real-time Adaptive Sampling Change Point Detection Algorithm using KCUSUM Vijayalakshmi Saravanan P. Siehien Shinjae Yoo Hubertus Van Dam Thomas Flynn Christopher Kelly Khaled Z Ibrahim AI4TS 6 1 0 15 Feb 2024
Online Change Points Detection for Linear Dynamical Systems with Finite Sample Guarantees Lei Xin George Chiu Shreyas Sundaram 19 1 0 30 Nov 2023
Quickest Change Detection with Post-Change Density Estimation Yuchen Liang V. Veeravalli 6 1 0 25 Nov 2023
Selective Inference for Changepoint detection by Recurrent Neural Network Tomohiro Shiraishi Daiki Miwa Vo Nguyen Le Duy Ichiro Takeuchi 11 4 0 25 Nov 2023
Hoeffding's Inequality for Markov Chains under Generalized Concentrability Condition Hao Chen Abhishek Gupta Yin Sun Ness B. Shroff 17 2 0 04 Oct 2023
Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets Liyan Xie Yuchen Liang V. Veeravalli 15 1 0 28 Sep 2023
Quickest Change Detection for Unnormalized Statistical Models Suya Wu Enmao Diao T. Banerjee Jie Ding Vahid Tarokh 22 4 0 01 Feb 2023
Detecting Change Intervals with Isolation Distributional Kernel Yang Cao Ye Zhu Kai Ming Ting Flora D. Salim Hong Xian Li Luxing Yang Gang Li 18 1 0 30 Dec 2022
Dynamic Interpretable Change Point Detection Kopal Garg Jennifer Yu Tina Behrouzi S. Tonekaboni Anna Goldenberg AI4TS 24 0 0 08 Nov 2022
Quickest Change Detection with Leave-one-out Density Estimation Yuchen Liang V. Veeravalli 11 4 0 01 Nov 2022
Class Distribution Monitoring for Concept Drift Detection Diego Stucchi Luca Frittoli Giacomo Boracchi 49 5 0 16 Oct 2022
Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree Luca Frittoli Diego Carrera Giacomo Boracchi 9 6 0 30 Aug 2022
Memory-free Online Change-point Detection: A Novel Neural Network Approach Zahra Atashgahi D. Mocanu Raymond N. J. Veldhuis Mykola Pechenizkiy AI4TS 16 8 0 08 Jul 2022
A Contrastive Approach to Online Change Point Detection Artur Goldman Nikita Puchkin Valeriia Shcherbakova Uliana Vinogradova 10 5 0 21 Jun 2022
Dynamic and heterogeneous treatment effects with abrupt changes Oscar Hernan Madrid Padilla Yi Yu CML 21 2 0 18 Jun 2022
Kernel Robust Hypothesis Testing Zhongchang Sun Shaofeng Zou OOD 6 13 0 23 Mar 2022
PERCEPT: a new online change-point detection method using topological data analysis Xiaojun Zheng Simon Mak Liyan Xie Yao Xie 7 5 0 08 Mar 2022
E-detectors: a nonparametric framework for sequential change detection Jaehyeok Shin Aaditya Ramdas Alessandro Rinaldo 21 10 0 07 Mar 2022
Change Detection of Markov Kernels with Unknown Pre and Post Change Kernel Hao Chen Jiacheng Tang Abhishek Gupta 17 7 0 27 Jan 2022
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams Tahiya Chowdhury Murtadha M. N. Aldeer Shantanu Laghate Jorge Ortiz AI4TS 11 2 0 06 Dec 2021
Kernel Clustering with Sigmoid-based Regularization for Efficient Segmentation of Sequential Data Tung Doan Atsuhiro Takasu 27 1 0 22 Jun 2021
InDiD: Instant Disorder Detection via Representation Learning Evgenia Romanenkova Alexander Stepikin Matvey Morozov Alexey Zaytsev AI4TS 19 5 0 04 Jun 2021
Two-sample Test using Projected Wasserstein Distance Jie Wang Rui Gao Yao Xie 17 19 0 22 Oct 2020
$Sequential Change Detection by Optimal Weighted $\ell_2$ Divergence$ Sequential Change Detection by Optimal Weighted $\ell_2$ Divergence Liyan Xie Yao Xie 8 14 0 21 Oct 2020
Semi-supervised sequence classification through change point detection Nauman Ahad Mark A. Davenport SSL AI4TS 11 7 0 24 Sep 2020
Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation Tim De Ryck M. D. Vos Alexander Bertrand 8 55 0 21 Aug 2020
Differentiable Segmentation of Sequences Erik Scharwächter Jonathan Lennartz Emmanuel Müller 6 2 0 23 Jun 2020
On Matched Filtering for Statistical Change Point Detection Kevin C. Cheng Eric L. Miller M. C. Hughes Shuchin Aeron 16 10 0 09 Jun 2020
Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks Ruohong Zhang Yu Hao Donghan Yu Wei-Cheng Chang Guokun Lai Yiming Yang 6 1 0 24 Apr 2020
Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming Vo Nguyen Le Duy Hiroki Toda Ryota Sugiyama Ichiro Takeuchi 11 39 0 21 Feb 2020
Optimal Transport Based Change Point Detection and Time Series Segment Clustering Kevin C. Cheng Shuchin Aeron M. C. Hughes Erika Hussey Eric L. Miller AI4TS 26 16 0 04 Nov 2019
Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models Vincent Le Guen Nicolas Thome AI4TS 27 133 0 19 Sep 2019
Asymptotically Optimal One- and Two-Sample Testing with Kernels Shengyu Zhu Biao Chen Zhitang Chen Pengfei Yang 17 7 0 27 Aug 2019
Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes Jiyeon Han Kyowoon Lee Anh Tong Jaesik Choi 6 6 0 30 May 2019
Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series Zahra Ebrahimzadeh Min Zheng Selcuk Karakas Samantha Kleinberg AI4TS 17 8 0 16 May 2019
Change Detection with the Kernel Cumulative Sum Algorithm Thomas Flynn Shinjae Yoo 11 34 0 05 Mar 2019
Kernel Change-point Detection with Auxiliary Deep Generative Models Wei-Cheng Chang Chun-Liang Li Yiming Yang Barnabás Póczós 8 67 0 18 Jan 2019
Sequential Subspace Change-Point Detection Liyan Xie Yao Xie G. Moustakides 11 30 0 09 Nov 2018
Change-Point Detection on Hierarchical Circadian Models P. Moreno-Muñoz David Ramírez Antonio Artés-Rodríguez 14 7 0 11 Sep 2018
NEWMA: a new method for scalable model-free online change-point detection Nicolas Keriven Damien Garreau Iacopo Poli 12 39 0 21 May 2018
Change Point Methods on a Sequence of Graphs Daniele Zambon C. Alippi L. Livi 14 8 0 18 May 2018
Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection Jeremias Knoblauch Theodoros Damoulas 9 40 0 14 May 2018
Exponentially Consistent Kernel Two-Sample Tests Shengyu Zhu Biao Chen Zhitang Chen 8 1 0 23 Feb 2018
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator M. Yamada Denny Wu Yao-Hung Hubert Tsai Ichiro Takeuchi Ruslan Salakhutdinov Kenji Fukumizu 39 20 0 17 Feb 2018
Selective Inference for Change Point Detection in Multi-dimensional Sequences Yuta Umezu Ichiro Takeuchi 17 10 0 01 Jun 2017

Scan BBB-Statistic for Kernel Change-Point Detection

Papers citing "Scan $B$-Statistic for Kernel Change-Point Detection"

Scan $B$ -Statistic for Kernel Change-Point Detection