Continuous Optimization

Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NeurIPS 2015 Estimating Mixture Models via Mixtures of Polynomials NeurIPS 2015 Exactness of Approximate MAP Inference in Continuous MRFs NeurIPS 2015 Exploiting the Separable Structure of SLAM RSS 2015 Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection ICCV 2015 Fast and Guaranteed Tensor Decomposition via Sketching NeurIPS 2015 Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets ICML 2015 Fast Exact Matrix Completion with Finite Samples COLT 2015 Fast Orthogonal Projection Based on Kronecker Product ICCV 2015 Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NeurIPS 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015 Filtered Search for Submodular Maximization with Controllable Approximation Bounds AISTATS 2015 Frequency-Based Environment Matting by Compressive Sensing ICCV 2015 Functional Correspondence by Matrix Completion CVPR 2015 Generalized Mixability via Entropic Duality COLT 2015 Generalized Tensor Total Variation Minimization for Visual Data Recovery CVPR 2015 Geometric Intuition and Algorithms for Ev--SVM JMLR 2015 Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems ICML 2015 Global Supervised Descent Method CVPR 2015 Guaranteed Tensor Decomposition: A Moment Approach ICML 2015 Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015 Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization CVPR 2015 Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NeurIPS 2015 Information-theoretic lower bounds for convex optimization with erroneous oracles NeurIPS 2015 Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping RSS 2015