Continuous Optimization

Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NeurIPS 2013 Simultaneous Super-Resolution of Depth and Images Using a Single Camera CVPR 2013 Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal ICCV 2013 Sinkhorn Distances: Lightspeed Computation of Optimal Transport NeurIPS 2013 Sketching Structured Matrices for Faster Nonlinear Regression NeurIPS 2013 Sparse Gaussian Conditional Random Fields: Algorithms, Theory, and Application to Energy Forecasting ICML 2013 Sparse Matrix Inversion with Scaled Lasso JMLR 2013 Sparse projections onto the simplex ICML 2013 Spectral Compressed Sensing via Structured Matrix Completion ICML 2013 Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization NeurIPS 2013 Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing JMLR 2013 Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013 Subspace Embeddings and \ell_p-Regression Using Exponential Random Variables COLT 2013 Supervised Semantic Gradient Extraction Using Linear-Time Optimization CVPR 2013 The CAM Software for Nonnegative Blind Source Separation in R-Java JMLR 2013 The Influence of Motion Path and Assembly Sequence on Stability of Assemblies RSS 2013 The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NeurIPS 2013 The Variational Structure of Disparity and Regularization of 4D Light Fields CVPR 2013 Total Variation Regularization for Functions with Values in a Manifold ICCV 2013 Toward Guaranteed Illumination Models for Non-convex Objects ICCV 2013 Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013 Truncated Power Method for Sparse Eigenvalue Problems JMLR 2013 Uncalibrated Photometric Stereo for Unknown Isotropic Reflectances CVPR 2013 Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013 Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013