Optimal change point detection in Gaussian processes

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Optimal change point detection in Gaussian processes

3 June 2015

Hossein Keshavarz

Clayton Scott

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Papers citing "Optimal change point detection in Gaussian processes"

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Title
Gaussian Derivative Change-point Detection for Early Warnings of Industrial System Failures Hao Zhao Rong Pan 97 1 0 29 Oct 2024
Population based change-point detection for the identification of homozygosity islands L. Prates R. Lemes T. Hünemeier Florencia Leonardi 22 2 0 19 Nov 2021
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
Online detection of local abrupt changes in high-dimensional Gaussian graphical models Hossein Keshavarz George Michailidis 39 2 0 16 Mar 2020
Spectral CUSUM for Online Network Structure Change Detection Minghe Zhang Liyan Xie Yao Xie 58 3 0 20 Oct 2019
Bump detection in the presence of dependency: Does it ease or does it load? F. Enikeeva Axel Munk Mark Pohlmann Frank Werner 24 6 0 19 Jun 2019
Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes Jiyeon Han Kyowoon Lee Anh Tong Jaesik Choi 76 6 0 30 May 2019
Local inversion-free estimation of spatial Gaussian processes Hossein Keshavarz X. Nguyen Clayton Scott 41 1 0 30 Nov 2018
Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction William Herlands Daniel B. Neill H. Nickisch A. Wilson OOD 62 2 0 28 Oct 2018
Sequential change-point detection in high-dimensional Gaussian graphical models Hossein Keshavarz George Michailidis Yves Atchadé 56 29 0 20 Jun 2018
Selective review of offline change point detection methods Charles Truong L. Oudre Nicolas Vayatis 104 211 0 02 Jan 2018