The degrees of freedom of the Lasso for general design matrix

4 November 2011

Papers citing "The degrees of freedom of the Lasso for general design matrix"

8 / 8 papers shown

Title
Automatic Hyperparameter Tuning in Sparse Matrix Factorization Ryota Kawasumi K. Takeda 22 1 0 17 May 2023
Automated data-driven selection of the hyperparameters for Total-Variation based texture segmentation Barbara Pascal Samuel Vaiter N. Pustelnik P. Abry 30 18 0 20 Apr 2020
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions Shuaiwen Wang Wenda Zhou Haihao Lu A. Maleki Vahab Mirrokni 16 34 0 07 Jul 2018
Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection Charles-Alban Deledalle Samuel Vaiter M. Fadili Gabriel Peyré 45 117 0 06 May 2014
The Degrees of Freedom of Partly Smooth Regularizers Samuel Vaiter Charles-Alban Deledalle M. Fadili Gabriel Peyré C. Dossal 95 49 0 22 Apr 2014
The Degrees of Freedom of the Group Lasso Samuel Vaiter Charles-Alban Deledalle Gabriel Peyré Jalal Fadili C. Dossal 50 27 0 07 May 2012
Local Behavior of Sparse Analysis Regularization: Applications to Risk Estimation Samuel Vaiter Charles-Alban Deledalle Gabriel Peyré C. Dossal Jalal Fadili 88 41 0 14 Apr 2012
Degrees of freedom in lasso problems R. Tibshirani Jonathan E. Taylor 60 362 0 02 Nov 2011