Optimal Online Change Detection via Random Fourier Features

23 May 2025

Papers citing "Optimal Online Change Detection via Random Fourier Features"

23 / 23 papers shown

Title
Spectral Regularized Kernel Goodness-of-Fit Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 143 4 0 08 Aug 2023
A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning Gaetano Romano I. Eckley Paul Fearnhead 91 5 0 06 Feb 2023
Change point detection and inference in multivariable nonparametric models under mixing conditions Carlos Misael Madrid Padilla Haotian Xu Daren Wang Oscar Hernan Madrid Padilla Yi Yu 85 5 0 27 Jan 2023
Spectral Regularized Kernel Two-Sample Tests Omar Hagrass Bharath K. Sriperumbudur Bing Li 75 15 0 19 Dec 2022
Online Kernel CUSUM for Change-Point Detection S. Wei Yao Xie 99 12 0 28 Nov 2022
Sequential change-point detection: Computation versus statistical performance Haoyun Wang Yao Xie AI4TS 71 8 0 11 Oct 2022
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj Arthur Gretton 114 31 0 18 Jun 2022
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection Florian Kalinke Marco Heyden Edouard Fouché Klemens Bohm Klemens Böhm 237 1 0 25 May 2022
KSD Aggregated Goodness-of-fit Test Antonin Schrab Benjamin Guedj Arthur Gretton 130 19 0 02 Feb 2022
Fast Online Changepoint Detection via Functional Pruning CUSUM statistics Gaetano Romano I. Eckley Paul Fearnhead G. Rigaill 62 28 0 15 Oct 2021
A review on minimax rates in change point detection and localisation Yi Yu 56 19 0 03 Nov 2020
Optimal Change-Point Detection and Localization Nicolas Verzélen M. Fromont M. Lerasle Patricia Reynaud-Bouret 62 45 0 22 Oct 2020
A Note on Online Change Point Detection Yi Yu Oscar Hernan Madrid Padilla Daren Wang Alessandro Rinaldo 62 22 0 05 Jun 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests Feng Liu Wenkai Xu Jie Lu Guangquan Zhang Arthur Gretton Danica J. Sutherland 92 189 0 21 Feb 2020
Optimal nonparametric multivariate change point detection and localization Oscar Hernan Madrid Padilla Yi Yu Daren Wang Alessandro Rinaldo 80 39 0 29 Oct 2019
Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings Mehmet Necip Kurt Y. Yilmaz Xiaodong Wang AI4TS 70 52 0 14 Sep 2018
NEWMA: a new method for scalable model-free online change-point detection Nicolas Keriven Damien Garreau Iacopo Poli 90 40 0 21 May 2018
A Linear-Time Kernel Goodness-of-Fit Test Wittawat Jitkrittum Wenkai Xu Z. Szabó Kenji Fukumizu Arthur Gretton 90 104 0 22 May 2017
An Adaptive Test of Independence with Analytic Kernel Embeddings Wittawat Jitkrittum Z. Szabó Arthur Gretton 113 47 0 15 Oct 2016
Interpretable Distribution Features with Maximum Testing Power Wittawat Jitkrittum Z. Szabó Kacper P. Chwialkowski Arthur Gretton 109 136 0 22 May 2016
Scan $B$ -Statistic for Kernel Change-Point Detection Shuang Li Yao Xie H. Dai Le Song 144 110 0 05 Jul 2015
Optimal Rates for Random Fourier Features Bharath K. Sriperumbudur Z. Szabó 108 130 0 06 Jun 2015
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 230 747 0 30 Jul 2009