Optimal change-point detection and localization

Seeded Binary Segmentation: A general methodology for fast and optimal changepoint detection

(2022) S Kovács et al.   BIOMETRIKA

Minimax rates in sparse, high-dimensional change point detection

(2021) Haoyang Liu et al.   ANNALS OF STATISTICS

Adaptive risk bounds in univariate total variation denoising and trend filtering

(2020) Adityanand Guntuboyina et al.   ANNALS OF STATISTICS

On estimation of isotonic piecewise constant signals

(2020) Chao Gao et al.   ANNALS OF STATISTICS

Narrowest-over-threshold detection of multiple change points and change-point-like features

(2019) Rafal Baranowski et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Selective review of offline change point detection methods

(2019) Charles Truong et al.   SIGNAL PROCESSING

A MOSUM procedure for the estimation of multiple random change points

(2018) Birte Eichinger et al.   BERNOULLI

Approximate $\ell_{0}$-penalized estimation of piecewise-constant signals on graphs

(2018) Zhou Fan et al.   ANNALS OF STATISTICS

Tail-greedy bottom-up data decompositions and fast multiple change-point detection

(2018) Piotr Fryzlewicz   ANNALS OF STATISTICS

High dimensional change point estimation via sparse projection

(2017) Tengyao Wang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Multiple Change-Point Detection: A Selective Overview

(2016) Yue S. Niu et al.   STATISTICAL SCIENCE

On optimal multiple changepoint algorithms for large data

(2016) Robert Maidstone et al.   STATISTICS AND COMPUTING

Wild binary segmentation for multiple change-point detection

(2014) Piotr Fryzlewicz   ANNALS OF STATISTICS

Multiscale change point inference

(2014) Klaus Frick et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Optimal Detection of Changepoints With a Linear Computational Cost

(2012) R. Killick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Path Algorithm for the Fused Lasso Signal Approximator

(2011) Holger Hoefling   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Multiple Change-Point Estimation With a Total Variation Penalty

(2011) Z. Harchaoui et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Detection with the scan and the average likelihood ratio

(2011) Hock Peng Chan et al.   STATISTICA SINICA

Detection of an anomalous cluster in a network

(2010) Ery Arias-Castro et al.   ANNALS OF STATISTICS

Consistencies and rates of convergence of jump-penalized least squares estimators

(2009) Leif Boysen et al.   ANNALS OF STATISTICS