Continuous Optimization

A totally unimodular view of structured sparsity AISTATS 2015 A Universal Catalyst for First-Order Optimization NeurIPS 2015 A Universal Primal-Dual Convex Optimization Framework NeurIPS 2015 A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids ICCV 2015 Background Subtraction via Generalized Fused Lasso Foreground Modeling CVPR 2015 Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015 Casual Stereoscopic Panorama Stitching CVPR 2015 Causal Video Object Segmentation From Persistence of Occlusions CVPR 2015 Classical Scaling Revisited ICCV 2015 Column Subset Selection with Missing Data via Active Sampling AISTATS 2015 Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection JMLR 2015 Composite Self-Concordant Minimization JMLR 2015 Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015 Consistent Multiclass Algorithms for Complex Performance Measures ICML 2015 Convergence rates of sub-sampled Newton methods NeurIPS 2015 Convex Optimization With Abstract Linear Operators ICCV 2015 Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015 Depth Map Estimation and Colorization of Anaglyph Images Using Local Color Prior and Reverse Intensity Distribution ICCV 2015 Depth Recovery From Light Field Using Focal Stack Symmetry ICCV 2015 Direct Structure Estimation for 3D Reconstruction CVPR 2015 Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM ICML 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 \ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015 Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals CVPR 2015 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015