Taking Advantage of Sparsity in Multi-Task Learning

9 March 2009

Papers citing "Taking Advantage of Sparsity in Multi-Task Learning"

11 / 11 papers shown

Title
Meta-learning of shared linear representations beyond well-specified linear regression Mathieu Even Laurent Massoulié 81 0 0 31 Jan 2025
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning Mohammadamin Banayeeanzade Mahdi Soltanolkotabi Mohammad Rostami CLL LRM 177 2 0 29 Aug 2024
Variable selection in nonparametric additive models Jian Huang J. Horowitz Fengrong Wei 178 550 0 20 Oct 2010
The Benefit of Group Sparsity Junzhou Huang Tong Zhang 119 465 0 20 Jan 2009
Support union recovery in high-dimensional multivariate regression G. Obozinski Martin J. Wainwright Michael I. Jordan 164 323 0 05 Aug 2008
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 282 481 0 25 Jun 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 356 755 0 04 Apr 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 191 241 0 30 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 277 2,527 0 07 Jan 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 221 361 0 19 Oct 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 240 470 0 23 May 2007