Sequential (Quickest) Change Detection: Classical Results and New Directions

9 April 2021

Liyan Xie

Shaofeng Zou

Yao Xie

Venugopal V. Veeravalli

AI4TS

ArXiv (abs)PDF HTML

Papers citing "Sequential (Quickest) Change Detection: Classical Results and New Directions"

34 / 34 papers shown

Title
Modeling Discrete Coating Degradation Events via Hawkes Processes Matthew Repasky H. Yuchi Fritz Friedersdorf Yao Xie 111 0 0 13 Apr 2025
Sequential Change Point Detection via Denoising Score Matching Wenbin Zhou Liyan Xie Zhigang Peng Shixiang Zhu 97 0 0 22 Jan 2025
On the Detection of Non-Cooperative RISs: Scan B-Testing via Deep Support Vector Data Description George Stamatelis Panagiotis Gavriilidis Aymen Fakhreddine G. C. Alexandropoulos 72 2 0 05 Nov 2024
Asymptotically Optimal Change Detection for Unnormalized Pre- and Post-Change Distributions Arman Adibi Sanjeev R. Kulkarni H. V. Poor T. Banerjee Vahid Tarokh 104 0 0 18 Oct 2024
Quickest Change Detection Using Mismatched CUSUM Austin Cooper Sean P. Meyn 87 1 0 12 Sep 2024
Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances Jie Wang M. Boedihardjo Yao Xie 121 1 0 24 May 2024
Quickest Change Detection with Confusing Change Yu-Zhen Janice Chen Jinhang Zuo Venugopal V. Veeravalli Don Towsley 65 0 0 01 May 2024
Quickest Change Detection for Multiple Data Streams Using the James-Stein Estimator Topi Halme Venugopal V. Veeravalli V. Koivunen 118 0 0 08 Apr 2024
Non-Convex Robust Hypothesis Testing using Sinkhorn Uncertainty Sets Jie Wang Rui Gao Yao Xie 101 1 0 21 Mar 2024
Quickest Change Detection with Post-Change Density Estimation Yuchen Liang Venugopal V. Veeravalli 114 1 0 25 Nov 2023
Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 57 1 0 03 Nov 2023
Quickest Change Detection with Controlled Sensing Venugopal V. Veeravalli Georgios Fellouris G. Moustakides 84 0 0 26 Oct 2023
Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets Liyan Xie Yuchen Liang Venugopal V. Veeravalli 56 2 0 28 Sep 2023
Online Heavy-tailed Change-point detection Abishek Sankararaman Balakrishnan Balakrishnan Narayanaswamy 64 3 0 15 Jun 2023
Sequential change detection via backward confidence sequences S. Shekhar Aaditya Ramdas BDL 81 6 0 06 Feb 2023
Quickest Change Detection for Unnormalized Statistical Models Suya Wu Enmao Diao T. Banerjee Jie Ding Vahid Tarokh 62 5 0 01 Feb 2023
Online Centralized Non-parametric Change-point Detection via Graph-based Likelihood-ratio Estimation Alejandro de la Concha Argyris Kalogeratos Nicolas Vayatis 27 0 0 08 Jan 2023
Online Kernel CUSUM for Change-Point Detection S. Wei Yao Xie 99 12 0 28 Nov 2022
Quickest Change Detection with Leave-one-out Density Estimation Yuchen Liang Venugopal V. Veeravalli 55 4 0 01 Nov 2022
Neural network-based CUSUM for online change-point detection Tingnan Gong Junghwan Lee Xiuyuan Cheng Yao Xie 69 1 0 31 Oct 2022
Sequential change-point detection: Computation versus statistical performance Haoyun Wang Yao Xie AI4TS 67 8 0 11 Oct 2022
Doubly-online changepoint detection for monitoring health status during sports activities M. Stival M. Bernardi P. Dellaportas 41 6 0 23 Jun 2022
Online Score Statistics for Detecting Clustered Change in Network Point Processes Rui Zhang Haoyun Wang Yao Xie 75 1 0 16 Jun 2022
Window-Limited CUSUM for Sequential Change Detection Liyan Xie G. Moustakides Yao Xie 75 21 0 14 Jun 2022
Minimax Robust Quickest Change Detection using Wasserstein Ambiguity Sets Liyan Xie 36 4 0 27 Apr 2022
A Data-Driven Approach to Robust Hypothesis Testing Using Sinkhorn Uncertainty Sets Jie Wang Yao Xie 90 16 0 09 Feb 2022
Learning Sinkhorn divergences for supervised change point detection Nauman Ahad Eva L. Dyer Keith B. Hengen Yao Xie Mark A. Davenport 42 3 0 08 Feb 2022
Zero-bias Deep Neural Network for Quickest RF Signal Surveillance Yongxin Liu Yingjie Chen Jian Wang Shuteng Niu Dahai Liu Haoze Song 69 8 0 12 Oct 2021
Quickest Change Detection with Non-Stationary Post-Change Observations Yuchen Liang A. Tartakovsky Venugopal V. Veeravalli 62 14 0 04 Oct 2021
Neural Tangent Kernel Maximum Mean Discrepancy Xiuyuan Cheng Yao Xie 60 21 0 06 Jun 2021
InDiD: Instant Disorder Detection via Representation Learning Evgenia Romanenkova Alexander Stepikin Matvey Morozov Alexey Zaytsev AI4TS 74 6 0 04 Jun 2021
$Signal Processing Challenges and Examples for {\it in-situ} Transmission Electron Microscopy$ Signal Processing Challenges and Examples for {\it in-situ} Transmission Electron Microscopy J. Kacher Yao Xie Sven P. Voigt Shixiang Zhu H. Yuchi J. Key S. Kalidindi 30 0 0 18 Apr 2021
Two-sample Test with Kernel Projected Wasserstein Distance Jie Wang Rui Gao Yao Xie 84 20 0 12 Feb 2021
Conformal prediction for time series Chen Xu Yao Xie AI4TS 153 37 0 18 Oct 2020