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The Convergence of Contrastive Divergences
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JMLR
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Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming
13 years 8 months ago
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Sparse additive models are families of d-variate functions with the additive decomposition f∗ = ∑j∈S f∗ j , where S is an unknown subset of cardinality s d. In this paper,...
Garvesh Raskutti, Martin J. Wainwright, Bin Yu
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