Mathematics & Optimization

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 Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NeurIPS 2015 Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning ICML 2015 Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015 Inference in a Partially Observed Queuing Model with Applications in Ecology ICML 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 Infinite Factorial Dynamical Model NeurIPS 2015 Information Geometry and Minimum Description Length Networks ICML 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 Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015 Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NeurIPS 2015 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 Intrinsic Scene Decomposition From RGB-D images ICCV 2015 Inverting RANSAC: Global Model Detection via Inlier Rate Estimation CVPR 2015 Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015 Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo ICCV 2015 Joint Estimation of Multiple Precision Matrices with Common Structures JMLR 2015 Joint Optimization of Segmentation and Color Clustering ICCV 2015 Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015 L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015