Convex Learning of Multiple Tasks and their Structure

v1v2 (latest)

Convex Learning of Multiple Tasks and their Structure

13 April 2015

Lorenzo Rosasco

ArXiv (abs)PDF HTML

Papers citing "Convex Learning of Multiple Tasks and their Structure"

9 / 9 papers shown

Title
Meta-learning of shared linear representations beyond well-specified linear regression Mathieu Even Laurent Massoulié 108 0 0 31 Jan 2025
Learning Output Kernels for Multi-Task Problems Francesco Dinuzzo 62 26 0 16 Jan 2013
Multiclass Learning with Simplex Coding Youssef Mroueh T. Poggio Lorenzo Rosasco Jean-Jacques E. Slotine 110 52 0 06 Sep 2012
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 263 527 0 27 Jun 2012
Convex Multitask Learning with Flexible Task Clusters Leon Wenliang Zhong James T. Kwok 85 67 0 18 Jun 2012
A Convex Formulation for Learning Task Relationships in Multi-Task Learning Yu Zhang Dit-Yan Yeung 106 464 0 15 Mar 2012
Trace Lasso: a trace norm regularization for correlated designs Edouard Grave G. Obozinski Francis R. Bach 113 197 0 09 Sep 2011
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 210 929 0 30 Jun 2011
Clustered Multi-Task Learning: A Convex Formulation Laurent Jacob Francis R. Bach Jean-Philippe Vert 119 510 0 11 Sep 2008