sparse optimization

Stochastic Zeroth-order Optimization in High Dimensions AISTATS 2018 The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018 The Well-Tempered Lasso ICML 2018 Approximation Algorithms for ℓ_0-Low Rank Approximation NeurIPS 2017 Collaborative Summarization of Topic-Related Videos CVPR 2017 Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical Risk Minimization ICML 2017 Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization ICML 2017 Elastic Shape-From-Template With Spatially Sparse Deforming Forces CVPR 2017 Feature Selection via Scaling Factor Integrated Multi-Class Support Vector Machines IJCAI 2017 Gap Safe Screening Rules for Sparsity Enforcing Penalties JMLR 2017 Gradient Boosted Decision Trees for High Dimensional Sparse Output ICML 2017 Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering CVPR 2017 How Unlabeled Web Videos Help Complex Event Detection? IJCAI 2017 Inverse Covariance Estimation with Structured Groups IJCAI 2017 k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms NeurIPS 2017 Principal Variety Analysis CoRL 2017 Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions ICML 2017 SVD-Based Screening for the Graphical Lasso IJCAI 2017 Top-k Supervise Feature Selection via ADMM for Integer Programming IJCAI 2017 A Sparse Interactive Model for Matrix Completion with Side Information NeurIPS 2016 Consensus of Non-Rigid Reconstructions CVPR 2016 Exact Recovery of Hard Thresholding Pursuit NeurIPS 2016 Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case JMLR 2016 Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016 PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016