PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Sylvain Arlot

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Number of EPrints submitted by this user: 16

Resampling and Model selection
Sylvain Arlot
(2007) PhD thesis, University Paris-Sud 11, Orsay.

Resampling-based confidence regions and multiple tests for a correlated random vector
Sylvain Arlot, Gilles Blanchard and Etienne Roquain
In: Learning Theory Lecture Notes in Artifical Intelligence , 4539 . (2007) Springer , Berlin , pp. 127-141. ISBN 978-3-540-72925-9

Non-asymptotic resampling-based confidence regions and multiple tests in high dimension
Sylvain Arlot, Gilles Blanchard and Etienne Roquain
Hal 2007.

Model selection by resampling penalization
Sylvain Arlot
Hal 2007.

V-fold penalization: an alternative to V-fold cross-validation
Sylvain Arlot
In: Oberwolfach Reports Mathematisches Forschungsinstitut Oberwolfach Report , 4 (4). (2007) European Mathematical Society , Zurich .

Data-driven Calibration of Penalties for Least-Squares Regression
Sylvain Arlot and Pascal Massart
Journal of Machine Learning Research Volume 10, pp. 245-279, 2009. ISSN 1533-7928

Margin adaptive model selection in statistical learning
Sylvain Arlot and Peter L. Bartlett
Bernoulli Volume 17, Number 2, pp. 687-713, 2008. ISSN 1350-7265

Suboptimality of penalties proportional to the dimension for model selection in heteroscedastic regression
Sylvain Arlot
(2008) Hal.

Model selection by resampling penalization
Sylvain Arlot
Electronic Journal of Statistics Volume 3, pp. 557-624, 2009. ISSN 1935-7524

Estimating the accuracy of satellite ephemerides using the bootstrap method
Josselin Desmars, Sylvain Arlot, Jean-Eudes Arlot, Valery Lainey and Alain Vienne
Astronomy & Astrophysics Volume 499, Number 1, pp. 321-330, 2009.

Data-driven calibration of linear estimators with minimal penalties
Sylvain Arlot and Francis Bach
In: NIPS 2009, 6-9 Dec 2009, Vancouver, Canada.

A survey of cross-validation procedures for model selection
Sylvain Arlot and Alain Celisse
Statistics Surveys Volume 4, pp. 40-79, 2010. ISSN 1935-7516

Segmentation of the mean of heteroscedastic data via cross-validation
Sylvain Arlot and Alain Celisse
Statistics and Computing pp. 1-20, 2010. ISSN 0960-3174

Multi-task Regression using Minimal Penalties
Mathieu Solnon, Sylvain Arlot and Francis Bach
Journal of Machine Learning Research Volume 13, Number Sep, pp. 2773-2812, 2012. ISSN 1532-4435

Kernel change-point detection
Sylvain Arlot, Alain Celisse and Zaid Harchaoui
(2012) Hal, France.

V-fold cross-validation and V-fold penalization in least-squares density estimation
Sylvain Arlot and Matthieu Lerasle
(2012) Hal, France.