PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Service message: Final deadline 28 February 2013. On this date the website will be frozen and no further changes to accounts or reports will be possible. All itemised accounting and end of year request reporting must be complete by this date.

Finance message: All spending should now be complete.

PASCAL Network

Full NameSylvain Arlot
TitleResearcher (CR CNRS)
SiteCNRS-LRI/LM, Paris Sud
StatusResearch Student
Tel0144322171
Fax
WWWhttp://www.di.ens.fr/~arlot/

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Publications

Number of records: 18.

A survey of cross-validation procedures for model selection Sylvain Arlot and Alain Celisse Article (March 2010)
Data-driven calibration of linear estimators with minimal penalties Sylvain Arlot and Francis Bach Conference or Workshop Item (December 2009)
Data-driven Calibration of Penalties for Least-Squares Regression Sylvain Arlot and Pascal Massart Article Item not available online. (February 2009)
Estimating the accuracy of satellite ephemerides using the bootstrap method Josselin Desmars, Sylvain Arlot, Jean-Eudes Arlot, Valery Lainey and Alain Vienne Article Item availablity restricted. (03 May 2009)
Kernel change-point detection Sylvain Arlot, Alain Celisse and Zaid Harchaoui Other (14 February 2012)
Margin adaptive model selection in statistical learning Sylvain Arlot and Peter L. Bartlett Article Item not available online. (18 April 2008)
Model selection by resampling penalization Sylvain Arlot Article (19 January 2007)
Model selection by resampling penalization Sylvain Arlot Article (2009)
Multi-task Regression using Minimal Penalties Mathieu Solnon, Sylvain Arlot and Francis Bach Article Item not available online. (September 2012)
Non-asymptotic resampling-based confidence regions and multiple tests in high dimension Sylvain Arlot, Gilles Blanchard and Etienne Roquain Article (05 December 2007)
Resampling and Model selection Sylvain Arlot Thesis (13 December 2007)
Resampling-based confidence regions and multiple tests for a correlated random vector Sylvain Arlot, Gilles Blanchard and Etienne Roquain Book Section (12 June 2007)
Segmentation of the mean of heteroscedastic data via cross-validation Sylvain Arlot and Alain Celisse Article Item availablity restricted. (2010)
Some nonasymptotic results on resampling in high dimension, I: Confidence regions Sylvain Arlot, Gilles Blanchard and Etienne Roquain Article Item availablity restricted. (February 2010)
Some nonasymptotic results on resampling in high dimension, II: Multiple tests Sylvain Arlot, Gilles Blanchard and Etienne Roquain Article (February 2010)
Suboptimality of penalties proportional to the dimension for model selection in heteroscedastic regression Sylvain Arlot Other (16 December 2008)
V-fold cross-validation and V-fold penalization in least-squares density estimation Sylvain Arlot and Matthieu Lerasle Other (22 October 2012)
V-fold penalization: an alternative to V-fold cross-validation Sylvain Arlot Book Section (01 November 2007)

This list was generated on Wed May 22 03:36:42 BST 2013.