Mathematics

Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition RSS 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification COLT 2015 Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables CVPR 2015 Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals CVPR 2015 Entropy-Based Concentration Inequalities for Dependent Variables ICML 2015 Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015 Evaluating the statistical significance of biclusters NeurIPS 2015 Exact Bias Correction and Covariance Estimation for Stereo Vision CVPR 2015 Exactness of Approximate MAP Inference in Continuous MRFs NeurIPS 2015 Exceptional Rotations of Random Graphs: A VC Theory JMLR 2015 Existence and Uniqueness of Proper Scoring Rules JMLR 2015 Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015 Exponential Integration for Hamiltonian Monte Carlo ICML 2015 Extending Gossip Algorithms to Distributed Estimation of U-statistics NeurIPS 2015 Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection ICCV 2015 Fast and Accurate Inference of Plackett–Luce Models NeurIPS 2015 Fast and Guaranteed Tensor Decomposition via Sketching NeurIPS 2015 Fast Bidirectional Probability Estimation in Markov Models NeurIPS 2015 Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets ICML 2015 Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NeurIPS 2015 Fast Randomized Kernel Ridge Regression with Statistical Guarantees NeurIPS 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015 Fast Two-Sample Testing with Analytic Representations of Probability Measures NeurIPS 2015