Optimization

Fast Bilateral-Space Stereo for Synthetic Defocus CVPR 2015 FollowMe: Efficient Online Min-Cost Flow Tracking With Bounded Memory and Computation ICCV 2015 Global Supervised Descent Method CVPR 2015 Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015 Low Dimensional Explicit Feature Maps ICCV 2015 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015 Minimax Fixed-Design Linear Regression COLT 2015 Model-Based Relative Entropy Stochastic Search NeurIPS 2015 On Elicitation Complexity NeurIPS 2015 Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs RSS 2015 Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference NeurIPS 2015 Point Triangulation Through Polyhedron Collapse Using the l[?] Norm ICCV 2015 Preconditioned Spectral Descent for Deep Learning NeurIPS 2015 Regularized EM Algorithms: A Unified Framework and Statistical Guarantees NeurIPS 2015 Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization NeurIPS 2015 Shape-From-Template in Flatland CVPR 2015 Simultaneous Pose and Non-Rigid Shape With Particle Dynamics CVPR 2015 Simultaneous Video Defogging and Stereo Reconstruction CVPR 2015 Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent NeurIPS 2015 Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015 Subset Selection by Pareto Optimization NeurIPS 2015 Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015 The entropic barrier: a simple and optimal universal self-concordant barrier COLT 2015