Mathematics & Optimization

Geodesic Exponential Kernels: When Curvature and Linearity Conflict CVPR 2015 Geometric Conditions for Subspace-Sparse Recovery ICML 2015 Geometric Intuition and Algorithms for Ev--SVM JMLR 2015 Geometry-Aware Principal Component Analysis for Symmetric Positive Definite Matrices ACML 2015 Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems ICML 2015 Globally Optimal 2D-3D Registration From Points or Lines Without Correspondences ICCV 2015 Global Multi-armed Bandits with Hölder Continuity AISTATS 2015 Global Supervised Descent Method CVPR 2015 GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking CVPR 2015 Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families NeurIPS 2015 Graph Approximation and Clustering on a Budget AISTATS 2015 Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015 GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs CVPR 2015 Guaranteed Tensor Decomposition: A Moment Approach ICML 2015 Halting in Random Walk Kernels NeurIPS 2015 Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints COLT 2015 High Dimensional Bayesian Optimisation and Bandits via Additive Models ICML 2015 High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality NeurIPS 2015 Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015 HONOR: Hybrid Optimization for NOn-convex Regularized problems NeurIPS 2015 How Hard is Inference for Structured Prediction? ICML 2015 How Many Bits Does it Take for a Stimulus to Be Salient? CVPR 2015 Human Action Segmentation With Hierarchical Supervoxel Consistency CVPR 2015 Human Memory Search as Initial-Visit Emitting Random Walk NeurIPS 2015 Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior ICCV 2015