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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:
J. Mach. Learn. Res. (2012)
Keyphrases
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additive models
convex programming
reproducing kernel hilbert space
linear models
linear classifiers
interior point methods
high dimensional
convex optimization
linear programming
worst case
linear svm
kernel learning
optimal solution
learning algorithm
kernel methods
dynamic programming
special case