Fast learning rate of multiple kernel learning: Trade-off between sparsity and smoothness

2 March 2012

Papers citing "Fast learning rate of multiple kernel learning: Trade-off between sparsity and smoothness"

9 / 9 papers shown

Title
Sparsity in multiple kernel learning V. Koltchinskii M. Yuan 199 191 0 13 Nov 2012
L2 Regularization for Learning Kernels Corinna Cortes M. Mohri Afshin Rostamizadeh 69 443 0 09 May 2012
Fast Learning Rate of Non-Sparse Multiple Kernel Learning and Optimal Regularization Strategies Taiji Suzuki 67 3 0 16 Nov 2011
Minimax-optimal rates for sparse additive models over kernel classes via convex programming Garvesh Raskutti Martin J. Wainwright Bin Yu 142 287 0 21 Aug 2010
A Unifying View of Multiple Kernel Learning Marius Kloft U. Rückert Peter L. Bartlett 65 57 0 04 May 2010
Sparsity-accuracy trade-off in MKL Ryota Tomioka Taiji Suzuki 89 38 0 15 Jan 2010
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning Francis R. Bach BDL 103 250 0 09 Sep 2008
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 344 481 0 25 Jun 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 499 2,529 0 07 Jan 2008