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Continuous Optimization

3,907 papers

Papers per year

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38
155
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Papers

Can matrix coherence be efficiently and accurately estimated? AISTATS 2011
Information Theoretical Clustering via Semidefinite Programming AISTATS 2011
Efficient variable selection in support vector machines via the alternating direction method of multipliers AISTATS 2011
A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems AISTATS 2011
Semi-supervised Learning by Higher Order Regularization AISTATS 2011
Optimal aggregation of affine estimators COLT 2011
Variable Sparsity Kernel Learning JMLR 2011
Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach JMLR 2011
Super-Linear Convergence of Dual Augmented Lagrangian Algorithm for Sparsity Regularized Estimation JMLR 2011
Robust Approximate Bilinear Programming for Value Function Approximation JMLR 2011
A Simpler Approach to Matrix Completion JMLR 2011
Automatic Calibration of Multiple Coplanar Sensors RSS 2011
A Linear Approximation for Graph-based Simultaneous Localization and Mapping RSS 2011
Real-time prioritized kinematic control under inequality constraints for redundant manipulators RSS 2011
Decomposing Isotonic Regression for Efficiently Solving Large Problems NIPS 2010
Guaranteed Rank Minimization via Singular Value Projection NIPS 2010
Sparse Inverse Covariance Selection via Alternating Linearization Methods NIPS 2010
Structured sparsity-inducing norms through submodular functions NIPS 2010
Worst-case bounds on the quality of max-product fixed-points NIPS 2010
Random Conic Pursuit for Semidefinite Programming NIPS 2010
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups NIPS 2010
Occlusion Detection and Motion Estimation with Convex Optimization NIPS 2010
Minimum Average Cost Clustering NIPS 2010
CUR from a Sparse Optimization Viewpoint NIPS 2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NIPS 2010