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Convex Optimization

589 directly classified papers

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Papers

Image Guided Depth Upsampling Using Anisotropic Total Generalized Variation ICCV 2013
Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
A Convex Regularizer for Reducing Color Artifact in Color Image Recovery CVPR 2013
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization NIPS 2013
Polar Operators for Structured Sparse Estimation NIPS 2013
Reconciling "priors" & "priors" without prejudice? NIPS 2013
Robust Data-Driven Dynamic Programming NIPS 2013
Optimization, Learning, and Games with Predictable Sequences NIPS 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima NIPS 2013
A New Convex Relaxation for Tensor Completion NIPS 2013
On Decomposing the Proximal Map NIPS 2013
Matrix Completion From any Given Set of Observations NIPS 2013
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NIPS 2013
Dimension-Free Exponentiated Gradient NIPS 2013
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
A New Model and Simple Algorithms for Multi-label Mumford-Shah Problems CVPR 2013
Relative Volume Constraints for Single View 3D Reconstruction CVPR 2013
Gauging Association Patterns of Chromosome Territories via Chromatic Median CVPR 2013
A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013
The Episolar Constraint: Monocular Shape from Shadow Correspondence CVPR 2013
Simultaneous Super-Resolution of Depth and Images Using a Single Camera CVPR 2013
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty NIPS 2013
Convex Relaxations for Permutation Problems NIPS 2013
Large Scale Distributed Sparse Precision Estimation NIPS 2013