21764 articles – 15575 Notices  [english version]
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fulltext access Prediction of quantiles by statistical learning and application to GDP forecasting
Alquier P. et al
In Discovery Science - The Fifteenth International Conference on Discovery Science (DS 2012), France (2012) [hal-00671982 - version 3]
fulltext access Model selection for weakly dependent time series forecasting
Alquier P. et al
Bernoulli 18, 3 (2012) pp 883-913 [hal-00362151 - version 4]
fulltext access Rank penalized estimation of a quantum system
Alquier P. et al
[hal-00705755 - version 2] (19/06/2012)
fulltext access Fast rates in learning with dependent observations
Alquier P. et al
[hal-00671979 - version 1] (20/02/2012)
fulltext access Book reviews, Fall 2012
Alquier P. et al
CHANCE 25, 4 (2012) 57-61 [hal-00725645 - version 1]
fulltext access Sparse single-index model
Alquier P. et al
[hal-00556652 - version 2] (05/10/2011)
fulltext access Sparsity considerations for dependent variables
Alquier P. et al
Electronic Journal of Statistics 5 (2011) pp 750-774 [hal-00564291 - version 5]
fulltext access PAC-Bayesian Bounds for Sparse Regression Estimation with Exponential Weights
Alquier P. et al
[hal-00465801 - version 3] (14/09/2010)
fulltext access Transductive versions of the LASSO and the Dantzig Selector
Alquier P. et al
[hal-00390851 - version 3] (04/05/2010)
fulltext access Model selection and randomization for weakly dependent time series forecasting
Alquier P. et al
41èmes Journées de Statistique, SFdS, Bordeaux, France (2009) [inria-00386733 - version 1]
fulltext access LASSO transductif et autres généralisations
Alquier P. et al
41èmes Journées de Statistique, SFdS, Bordeaux, France (2009) [inria-00386697 - version 1]
fulltext access PAC-Bayesian Bounds for Randomized Empirical Risk Minimizers
Alquier P.
Mathematical Methods of Statistics 17, 4 (2008) 279-304 [hal-00195698 - version 3]
fulltext access Generalization of l1 constraints for high dimensional regression problems
Alquier P. et al
[hal-00336101 - version 4] (04/07/2011)
fulltext access LASSO, Iterative Feature Selection and the Correlation Selector: Oracle Inequalities and Numerical Performances
Alquier P.
Electronic Journal of Statistics 2 (2008) pp. 1129-1152 [hal-00181784 - version 4]
fulltext access Iterative Feature Selection In Least Square Regression Estimation
Alquier P.
Annales de l'Institut Henri Poincare (B) Probability and Statistics' 48, 1 (2008) p47-88 [hal-00013780 - version 2]