Mathematics & Optimization

A Minimum Error Vanishing Point Detection Approach for Uncalibrated Monocular Images of Man-Made Environments CVPR 2013 Analytic Bilinear Appearance Subspace Construction for Modeling Image Irradiance under Natural Illumination and Non-Lambertian Reflectance CVPR 2013 Analyzing Hogwild Parallel Gaussian Gibbs Sampling NeurIPS 2013 Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 An Approximate, Efficient LP Solver for LP Rounding NeurIPS 2013 A near-optimal algorithm for finite partial-monitoring games against adversarial opponents COLT 2013 A New Convex Relaxation for Tensor Completion NeurIPS 2013 A New Model and Simple Algorithms for Multi-label Mumford-Shah Problems CVPR 2013 A New Perspective on Uncalibrated Photometric Stereo CVPR 2013 An Iterated L1 Algorithm for Non-smooth Non-convex Optimization in Computer Vision CVPR 2013 Annealing between distributions by averaging moments NeurIPS 2013 A Novel Earth Mover's Distance Methodology for Image Matching with Gaussian Mixture Models ICCV 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 A Parallel, Block Greedy Method for Sparse Inverse Covariance Estimation for Ultra-high Dimensions AISTATS 2013 Approachability, fast and slow COLT 2013 Approximate Gaussian process inference for the drift function in stochastic differential equations NeurIPS 2013 Approximate Inference in Collective Graphical Models ICML 2013 Approximating the Permanent with Fractional Belief Propagation JMLR 2013 A Practical Rank-Constrained Eight-Point Algorithm for Fundamental Matrix Estimation CVPR 2013 A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013 A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013 Area Preserving Brain Mapping CVPR 2013 A Risk Comparison of Ordinary Least Squares vs Ridge Regression JMLR 2013 Articulated and Restricted Motion Subspaces and Their Signatures CVPR 2013 A simple sketching algorithm for entropy estimation over streaming data AISTATS 2013