Optimization

Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015 Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM ICML 2015 Component-Wise Modeling of Articulated Objects ICCV 2015 Composite Self-Concordant Minimization JMLR 2015 Computationally Bounded Retrieval CVPR 2015 Conformal and Low-Rank Sparse Representation for Image Restoration ICCV 2015 Continuous-Time Trajectory Estimation for Event-based Vision Sensors RSS 2015 Convergence Analysis of Prediction Markets via Randomized Subspace Descent NeurIPS 2015 Convergence rates of sub-sampled Newton methods NeurIPS 2015 Convex Calibrated Surrogates for Hierarchical Classification ICML 2015 Convex Learning of Multiple Tasks and their Structure ICML 2015 Convex Risk Minimization and Conditional Probability Estimation COLT 2015 Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015 Correlation Filters With Limited Boundaries CVPR 2015 Data modeling with the elliptical gamma distribution AISTATS 2015 Dealing with Difficult Instances of Object Rearrangement RSS 2015 Decomposition Bounds for Marginal MAP NeurIPS 2015 Decoupled Representation of the Error and Trajectory Estimates for Ef_cient Pose Estimation RSS 2015 Deep Learning with Limited Numerical Precision ICML 2015 Deeply Learning the Messages in Message Passing Inference NeurIPS 2015 Dense Continuous-Time Tracking and Mapping With Rolling Shutter RGB-D Cameras ICCV 2015 Detection and Segmentation of 2D Curved Reflection Symmetric Structures ICCV 2015 DiSCO: Distributed Optimization for Self-Concordant Empirical Loss ICML 2015 Discrete Rényi Classifiers NeurIPS 2015 Distributionally Robust Logistic Regression NeurIPS 2015