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sparse regularization

60 papers

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Co-occurring keywords · papers mentioning both

convex optimization (10) multi-task learning (7) sparse optimization (6) feature selection (6) non-convex optimization (5) l1 regularization (4) feature learning (4) proximal gradient method (3) optimization algorithm (3) proximal algorithm (3)

Papers

Sparse Approximate Manifolds for Differential Geometric MCMC NeurIPS 2012 Improved Loss Bounds For Multiple Kernel Learning AISTATS 2011 Unifying Framework for Fast Learning Rate of Non-Sparse Multiple Kernel Learning NeurIPS 2011 Accounting for network effects in neuronal responses using L1 regularized point process models NeurIPS 2010 Analysis of Multi-stage Convex Relaxation for Sparse Regularization JMLR 2010 A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups NeurIPS 2010 Probabilistic Multi-Task Feature Selection NeurIPS 2010 Estimating vector fields using sparse basis field expansions NeurIPS 2008 Multi-stage Convex Relaxation for Learning with Sparse Regularization NeurIPS 2008 Multi-Task Feature Learning NeurIPS 2006