22060 articles – 15888 Notices  [english version]
.:. Consultation > Liste par auteur > Alquier .:.
12 documents classés par :
Prediction of Quantiles by Statistical Learning and Application to GDP Forecasting
Alquier P. et al
Dans Discovery Science. 15th International Conference, DS 2012, Lyon, France, October 29-31, 2012, Proceedings - 15th International Conference on Discovery Science, DS 2012,, France (2012) [hal-00777482 - version 1]
Model Selection for Weakly Dependent Time Series Forecasting
Alquier P. et al
Bernoulli 18, 3 (2012) 883-913 [hal-00717618 - version 1]
Transductive versions of the LASSO and the Dantzig Selector
Alquier P. et al
Journal of Statistical Planning and Inference 142, 9 (2012) 2485-2500 [hal-00717615 - version 1]
Sparsity Considerations for Dependent Observations
Alquier P. et al
Electronic Journal of Statistics 5 (2011) 750-774 [hal-00659564 - version 1]
Generalization of L1 Constraints for High Dimensional Regression Problems
Alquier P. et al
Statistics and Probability Letters 81 (2011) 1760-1765 [hal-00659562 - version 1]
Inverse Problems and High-Dimensional Estimation. Stats in the Chateau Summer School, August 31 - September 4, 2009
Alquier P. et al
(2011) xiii-198 p. [hal-00612097 - version 1]
PAC-Bayesian Theorems for Sparse Regression Estimation with Exponential Weights
Alquier P. et al
Electronic Journal of Statistics 5 (2011) 127-145 [hal-00607297 - version 1]
An algorithm for iterative selection of blocks of features
Alquier P.
Dans Algorithmic learning theory - 21st International Conference ALT'10, Australie (2010) [hal-00559706 - version 1]
Iterative feature selection and the correlation selector: Oracle inequalities and numerical performances
Alquier P.
Electronic Journal of Statistics 2 (2008) 1129-1152 [hal-00354923 - version 1]
PAC-Bayesian bounds for randomized empirical risk minimizers
Alquier P.
Mathematical Methods of Statistics 17, 4 (2008) 279-304 [hal-00354922 - version 1]
Density estimation with quadratic loss: a confidence intervals method
Alquier P.
ESAIM: Probability and Statistics 12 (2008) 438-463 [hal-00312762 - version 1]
Iterative feature selection in regression estimation
Alquier P.
Annales de l'Institut Henri Poincare (B) Probability and Statistics 44, 1 (2008) 47-88 [hal-00292055 - version 1]