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Minimax-optimal rates for sparse additive models over kernel classes via convex programming.
Garvesh Raskutti
Martin J. Wainwright
Bin Yu
Published in:
CoRR (2010)
Keyphrases
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additive models
convex programming
reproducing kernel hilbert space
linear models
linear classifiers
high dimensional
worst case
linear programming
convex optimization
interior point methods
linear svm
primal dual
convex functions
kernel methods
special case
optimal solution
gaussian processes
machine learning