Mathematics

Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015 Finite-Time Analysis of Projected Langevin Monte Carlo NeurIPS 2015 Flexible High-Dimensional Classification Machines and Their Asymptotic Properties JMLR 2015 From random walks to distances on unweighted graphs NeurIPS 2015 Gaussian Process Random Fields NeurIPS 2015 Generalized Deformable Spatial Pyramid: Geometry-Preserving Dense Correspondence Estimation CVPR 2015 Generalized Linear Models for Aggregated Data AISTATS 2015 Geodesic Exponential Kernels: When Curvature and Linearity Conflict CVPR 2015 Geometric Conditions for Subspace-Sparse Recovery ICML 2015 Geometry-Aware Principal Component Analysis for Symmetric Positive Definite Matrices ACML 2015 Graph Approximation and Clustering on a Budget AISTATS 2015 Halting in Random Walk Kernels NeurIPS 2015 Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 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 Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization CVPR 2015 Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples CVPR 2015 Image Partitioning Into Convex Polygons CVPR 2015 Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015 Inferring 3D Layout of Building Facades From a Single Image CVPR 2015 Inferring Block Structure of Graphical Models in Exponential Families AISTATS 2015 Inferring Graphs from Cascades: A Sparse Recovery Framework ICML 2015 Information Geometry and Minimum Description Length Networks ICML 2015 Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015