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Consistencies and rates of convergence of jump-penalized least squares estimators
27 February 2009
L. Boysen
A. Kempe
V. Liebscher
Axel Munk
Olaf Wittich
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Papers citing
"Consistencies and rates of convergence of jump-penalized least squares estimators"
41 / 41 papers shown
Title
Change-points analysis for generalized integer-valued autoregressive model via minimum description length principle
Danshu Sheng
Dehui Wang
60
7
0
02 Jul 2023
A Variational View on Statistical Multiscale Estimation
Markus Haltmeier
Housen Li
Axel Munk
67
4
0
10 Jun 2021
Sequential (Quickest) Change Detection: Classical Results and New Directions
Liyan Xie
Shaofeng Zou
Yao Xie
Venugopal V. Veeravalli
AI4TS
83
100
0
09 Apr 2021
Optimal Change-Point Detection and Localization
Nicolas Verzélen
M. Fromont
M. Lerasle
Patricia Reynaud-Bouret
62
45
0
22 Oct 2020
Tree-Projected Gradient Descent for Estimating Gradient-Sparse Parameters on Graphs
Sheng Xu
Z. Fan
S. Negahban
67
0
0
31 May 2020
Optimal Change-Point Detection with Training Sequences in the Large and Moderate Deviations Regimes
Haiyun He
Q. Zhang
Vincent Y. F. Tan
35
3
0
13 Mar 2020
Seeded Binary Segmentation: A general methodology for fast and optimal change point detection
Solt Kovács
Housen Li
Peter Buhlmann
Axel Munk
81
79
0
16 Feb 2020
Oracle Efficient Estimation of Structural Breaks in Cointegrating Regressions
Karsten Schweikert
36
6
0
22 Jan 2020
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees
S. Chatterjee
Subhajit Goswami
127
18
0
26 Nov 2019
Hypothesis testing for populations of networks
Li Chen
Jie Zhou
Lizhen Lin
99
20
0
09 Nov 2019
Consistency of a range of penalised cost approaches for detecting multiple changepoints
Chaowen Zheng
I. Eckley
Paul Fearnhead
67
8
0
05 Nov 2019
Two-stage data segmentation permitting multiscale change points, heavy tails and dependence
Haeran Cho
Claudia Kirch
59
36
0
28 Oct 2019
Change-point detection in dynamic networks via graphon estimation
Zifeng Zhao
Li Chen
Lizhen Lin
53
35
0
05 Aug 2019
Bump detection in the presence of dependency: Does it ease or does it load?
F. Enikeeva
Axel Munk
Mark Pohlmann
Frank Werner
49
6
0
19 Jun 2019
Change-point Detection by the Quantile LASSO Method
Gabriela Ciuperca
M. Maciak
55
7
0
15 Jan 2019
Univariate Mean Change Point Detection: Penalization, CUSUM and Optimality
Daren Wang
Yi Yu
Alessandro Rinaldo
85
88
0
22 Oct 2018
Selective review of offline change point detection methods
Charles Truong
L. Oudre
Nicolas Vayatis
104
211
0
02 Jan 2018
Optimal Covariance Change Point Localization in High Dimension
Daren Wang
Yi Yu
Alessandro Rinaldo
73
58
0
28 Dec 2017
Multiscale Change-point Segmentation: Beyond Step Functions
Housen Li
Qinghai Guo
Axel Munk
88
21
0
13 Aug 2017
Multi-sequence segmentation via score and higher-criticism tests
H. Chan
Hao Chen
65
14
0
23 Jun 2017
Convergence rates of least squares regression estimators with heavy-tailed errors
Q. Han
J. Wellner
101
46
0
07 Jun 2017
Approximate
l
0
l_0
l
0
-penalized estimation of piecewise-constant signals on graphs
Z. Fan
Leying Guan
71
21
0
04 Mar 2017
Consistent change-point detection with kernels
Damien Garreau
Sylvain Arlot
97
79
0
14 Dec 2016
Approximate Recovery in Changepoint Problems, from
ℓ
2
\ell_2
ℓ
2
Estimation Error Rates
Kevin Lin
James Sharpnack
Alessandro Rinaldo
Robert Tibshirani
81
27
0
21 Jun 2016
A computationally efficient nonparametric approach for changepoint detection
Kaylea Haynes
Paul Fearnhead
I. Eckley
140
128
0
03 Feb 2016
Learning the intensity of time events with change-points
Mokhtar Z. Alaya
Stéphane Gaïffas
Agathe Guilloux
101
12
0
02 Jul 2015
Estimating the number of change-points in a two-dimensional segmentation model without penalization
V. Brault
Maud Delattre
Émilie Lebarbier
T. Mary-Huard
Céline Lévy-Leduc
20
2
0
10 Jun 2015
Heterogeneous Change Point Inference
F. Pein
H. Sieling
Axel Munk
81
84
0
19 May 2015
Bump detection in heterogeneous Gaussian regression
F. Enikeeva
Axel Munk
Frank Werner
73
24
0
28 Apr 2015
FDR-Control in Multiscale Change-point Segmentation
Housen Li
Axel Munk
H. Sieling
184
70
0
18 Dec 2014
Wild binary segmentation for multiple change-point detection
Piotr Fryzlewicz
126
656
0
04 Nov 2014
Mumford-Shah and Potts Regularization for Manifold-Valued Data with Applications to DTI and Q-Ball Imaging
Andreas Weinmann
L. Demaret
M. Storath
52
25
0
07 Oct 2014
Nonparametric maximum likelihood approach to multiple change-point problems
Changliang Zou
G. Yin
Long Feng
Zhaojun Wang
99
147
0
28 May 2014
A robust approach for estimating change-points in the mean of an AR(1) process
S. Chakar
Émilie Lebarbier
Céline Lévy-Leduc
Stephane S. Robin
61
4
0
08 Mar 2014
On the Prediction Performance of the Lasso
A. Dalalyan
Mohamed Hebiri
Johannes Lederer
194
168
0
07 Feb 2014
Large-Margin Metric Learning for Partitioning Problems
Rémi Lajugie
Sylvain Arlot
Francis R. Bach
96
8
0
06 Mar 2013
Multiscale Change-Point Inference
K. Frick
Axel Munk
H. Sieling
209
345
0
30 Jan 2013
Complexity
L
0
L^0
L
0
-penalized M-Estimation: Consistency in More Dimensions
L. Demaret
F. Friedrich
V. Liebscher
G. Winkler
92
1
0
23 Jan 2013
A Kernel Multiple Change-point Algorithm via Model Selection
Sylvain Arlot
Alain Celisse
Zaïd Harchaoui
143
44
0
17 Feb 2012
Statistical Multiresolution Dantzig Estimation in Imaging: Fundamental Concepts and Algorithmic Framework
K. Frick
Philipp Marnitz
Axel Munk
180
53
0
23 Jan 2011
Properties and refinements of the fused lasso
Alessandro Rinaldo
157
183
0
02 May 2008
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