Efficient Output Kernel Learning for Multiple Tasks

Efficient Output Kernel Learning for Multiple Tasks

18 November 2015

Pratik Jawanpuria

Matthias Hein

Bernt Schiele

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Papers citing "Efficient Output Kernel Learning for Multiple Tasks"

8 / 8 papers shown

Title
Convex Learning of Multiple Tasks and their Structure C. Ciliberto Youssef Mroueh T. Poggio Lorenzo Rosasco 82 70 0 13 Apr 2015
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang 190 1,033 0 10 Sep 2012
Sparse coding for multitask and transfer learning Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes 94 191 0 04 Sep 2012
A Convex Feature Learning Formulation for Latent Task Structure Discovery Pratik Jawanpuria SakethaNath Jagarlapudi 79 29 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
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 210 929 0 30 Jun 2011
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 335 292 0 09 Mar 2009
Clustered Multi-Task Learning: A Convex Formulation Laurent Jacob Francis R. Bach Jean-Philippe Vert 119 510 0 11 Sep 2008