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Optimal multiple change-point detection for high-dimensional data
16 references·0 citing·29 second hop
Optimal multiple change-point detection for high-dimensional data (2023)Optimal multiple change-point detection f…Optimal change-point detection and localization (2023)Optimal change-point detectio…Seeded binary segmentation: a general methodology for fast and optimal changepoint detection (2022)Seeded binary segmentation: a…Optimal Nonparametric Multivariate Change Point Detection and Localization (2021)Optimal Nonparametric Multiva…Data segmentation algorithms: Univariate mean change and beyond (2021)Data segmentation algorithms:…Univariate mean change point detection: Penalization, CUSUM and optimality (2020)Univariate mean change point …Finite Sample Change Point Inference and Identification for High-Dimensional Mean Vectors (2020)Finite Sample Change Point In…Selective review of offline change point detection methods (2019)Selective review of offline c…Optimal nonparametric change point detection and localization (2019)Optimal nonparametric change …Tail-greedy bottom-up data decompositions and fast multiple change-point detection (2018)Tail-greedy bottom-up data de…Relevant change points in high dimensional time series (2018)Relevant change points in hig…Asymptotic distribution-free change-point detection for multivariate and non-Euclidean data (2018)Asymptotic distribution-free …High Dimensional Change Point Estimation via Sparse Projection (2017)High Dimensional Change Point…Multiple Change-Point Detection: A Selective Overview (2016)Multiple Change-Point Detecti…Uniform change point tests in high dimension (2015)Uniform change point tests in…Wild binary segmentation for multiple change-point detection (2014)Wild binary segmentation for …Multiscale Change Point Inference (2014)Multiscale Change Point Infer…Generalized autoregressive conditional heteroskedasticity (1986)Limit theorems in change-point analysis (1997)Dealing with Structural Breaks (2005)Structural breaks in panel data: Large number of panels and short length time series (2018)A Likelihood Ratio Approach to Sequential Change Point Detection for a General Class of Parameters (2019)Use of Cumulative Sums of Squares for Retrospective Detection of Changes of Variance (1994)Optimal Detection of Changepoints With a Linear Computational Cost (2012)changepoint : An R Package for Changepoint Analysis (2014)On optimal multiple changepoint algorithms for large data (2016)Changepoint Detection in the Presence of Outliers (2017)Volatility in Emerging Stock Markets (1999)Multiscale change point detection for dependent data (2020)CONTINUOUS INSPECTION SCHEMES (1954)Rank Correlation Methods. (1957)Rank Correlation Methods (1973)A Survey on Concept Drift in Process Mining (2021)Sequential (Quickest) Change Detection: Classical Results and New Directions (2021)Time lag effects of COVID-19 policies on transportation systems: A comparative study of New York City and Seattle (2021)Minimax Theorems (1997)Natural Scales in Geographical Patterns (2017)Detecting Changes in Slope With an L0 Penalty (2018)An online kernel change detection algorithm (2005)A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data (2013)Sequential multi-sensor change-point detection (2013)Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control (2022)Sequential Change-Point Detection for High-Dimensional and Non-Euclidean Data (2022)Fréchet change-point detection (2020)Change-point detection with deep learning: A review (2025)Relating and comparing methods for detecting changes in mean (2020)
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References

  • 2019Selective review of offline change point detection methods1,361 cited
  • 2014Wild binary segmentation for multiple change-point detection721 cited
  • 2014Multiscale Change Point Inference320 cited
  • 2017High Dimensional Change Point Estimation via Sparse Projection224 cited
  • 2015Uniform change point tests in high dimension132 cited
  • 2016Multiple Change-Point Detection: A Selective Overview128 cited
  • 2020Univariate mean change point detection: Penalization, CUSUM and optimality83 cited
  • 2022Seeded binary segmentation: a general methodology for fast and optimal changepoint detection77 cited
  • 2018Tail-greedy bottom-up data decompositions and fast multiple change-point detection55 cited
  • 2018Asymptotic distribution-free change-point detection for multivariate and non-Euclidean data53 cited
  • 2021Data segmentation algorithms: Univariate mean change and beyond52 cited
  • 2023Optimal change-point detection and localization46 cited
  • 2020Finite Sample Change Point Inference and Identification for High-Dimensional Mean Vectors45 cited
  • 2021Optimal Nonparametric Multivariate Change Point Detection and Localization36 cited
  • 2018Relevant change points in high dimensional time series

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  • 2019Optimal nonparametric change point detection and localization18 cited
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