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Sparse Learning

135 directly classified papers

Papers per year

Papers

Sparsity of SVMs that use the epsilon-insensitive loss NIPS 2008
Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models NIPS 2008
Multi-stage Convex Relaxation for Learning with Sparse Regularization NIPS 2008
An Homotopy Algorithm for the Lasso with Online Observations NIPS 2008
Catching Change-points with Lasso NIPS 2007
SpAM: Sparse Additive Models NIPS 2007
Sparse Overcomplete Latent Variable Decomposition of Counts Data NIPS 2007
A New View of Automatic Relevance Determination NIPS 2007
Blind channel identification for speech dereverberation using l1-norm sparse learning NIPS 2007
Large-Scale Sparsified Manifold Regularization NIPS 2006