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Segmentation of the mean of heteroscedastic data via cross-validation
23 February 2009
Sylvain Arlot
Alain Celisse
OOD
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Papers citing
"Segmentation of the mean of heteroscedastic data via cross-validation"
16 / 16 papers shown
Smoothing splines for discontinuous signals
Journal of Computational And Graphical Statistics (JCGS), 2022
M. Storath
Andreas Weinmann
368
5
0
23 Nov 2022
Targeted Cross-Validation
Jiawei Zhang
Jie Ding
Yuhong Yang
306
2
0
14 Sep 2021
Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection
Weikai Li
Chuanxing Geng
Songcan Chen
376
15
0
24 Dec 2020
Convergence rates for smooth k-means change-point detection
A. Fischer
D. Picard
203
3
0
21 Feb 2018
Prediction Error Bounds for Linear Regression With the TREX
Jacob Bien
Irina Gaynanova
Johannes Lederer
Christian L. Müller
312
18
0
04 Jan 2018
New efficient algorithms for multiple change-point detection with kernels
Alain Celisse
G. Marot
Morgane Pierre-Jean
G. Rigaill
270
14
0
12 Oct 2017
Consistent change-point detection with kernels
Damien Garreau
Sylvain Arlot
374
93
0
14 Dec 2016
Theoretical analysis of cross-validation for estimating the risk of the k-Nearest Neighbor classifier
Alain Celisse
T. Mary-Huard
239
4
0
20 Aug 2015
Slope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases
F. Navarro
Adrien Saumard
418
16
0
21 May 2015
Heterogeneous Change Point Inference
F. Pein
H. Sieling
Axel Munk
286
88
0
19 May 2015
Bump detection in heterogeneous Gaussian regression
F. Enikeeva
Axel Munk
Frank Werner
300
24
0
28 Apr 2015
A Kernel Multiple Change-point Algorithm via Model Selection
Sylvain Arlot
Alain Celisse
Zaïd Harchaoui
469
44
0
17 Feb 2012
High-dimensional regression with unknown variance
Christophe Giraud
S. Huet
Nicolas Verzélen
557
64
0
26 Sep 2011
A survey of cross-validation procedures for model selection
Sylvain Arlot
Alain Celisse
708
3,830
0
27 Jul 2009
Choosing a penalty for model selection in heteroscedastic regression
Sylvain Arlot
497
13
0
16 Dec 2008
Optimal cross-validation in density estimation with the
L
2
L^2
L
2
-loss
Alain Celisse
552
57
0
05 Nov 2008
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