Continuous Optimization

3D Surface Profilometry Using Phase Shifting of De Bruijn Pattern ICCV 2015 Accelerated Mirror Descent in Continuous and Discrete Time NeurIPS 2015 Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams ICML 2015 Accelerated Proximal Gradient Methods for Nonconvex Programming NeurIPS 2015 A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NeurIPS 2015 A Convex Optimization Approach to Robust Fundamental Matrix Estimation CVPR 2015 A Convex Optimization Framework for Bi-Clustering ICML 2015 AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015 Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NeurIPS 2015 Adaptive Recovery of Signals by Convex Optimization COLT 2015 A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves CVPR 2015 A General Analysis of the Convergence of ADMM ICML 2015 A Greedy Homotopy Method for Regression with Nonconvex Constraints AISTATS 2015 Algorithms for Lipschitz Learning on Graphs COLT 2015 A Modified Orthant-Wise Limited Memory Quasi-Newton Method with Convergence Analysis ICML 2015 A Multiscale Variable-Grouping Framework for MRF Energy Minimization ICCV 2015 An Accurate Iris Segmentation Framework Under Relaxed Imaging Constraints Using Total Variation Model ICCV 2015 An Asynchronous Parallel Stochastic Coordinate Descent Algorithm JMLR 2015 A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015 An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015 An NMF Perspective on Binary Hashing ICCV 2015 A Nonconvex Optimization Framework for Low Rank Matrix Estimation NeurIPS 2015 A Novel Sparsity Measure for Tensor Recovery ICCV 2015 A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015 A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015