Foundations

Image Partitioning Into Convex Polygons CVPR 2015 Learning to Identify Concise Regular Expressions that Describe Email Campaigns JMLR 2015 Lifted Symmetry Detection and Breaking for MAP Inference NeurIPS 2015 Making Better Use of Edges via Perceptual Grouping CVPR 2015 Matching Bags of Regions in RGBD images CVPR 2015 M-Best-Diverse Labelings for Submodular Energies and Beyond NeurIPS 2015 Online Prediction at the Limit of Zero Temperature NeurIPS 2015 Optimal Testing for Properties of Distributions NeurIPS 2015 P3.5P: Pose Estimation With Unknown Focal Length CVPR 2015 Parallel Correlation Clustering on Big Graphs NeurIPS 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NeurIPS 2015 Practical and Optimal LSH for Angular Distance NeurIPS 2015 Radial Distortion Homography CVPR 2015 Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NeurIPS 2015 Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NeurIPS 2015 Robust Multiple Homography Estimation: An Ill-Solved Problem CVPR 2015 Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers CVPR 2015 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015 Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares ICML 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NeurIPS 2015 Superpixel Segmentation Using Linear Spectral Clustering CVPR 2015 Swept Approximate Message Passing for Sparse Estimation ICML 2015 Testing Closeness With Unequal Sized Samples NeurIPS 2015 Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number NeurIPS 2015