Mathematics & Optimization

Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric NeurIPS 2015 Private Graphon Estimation for Sparse Graphs NeurIPS 2015 Probabilistic Line Searches for Stochastic Optimization NeurIPS 2015 Probabilistic Variational Bounds for Graphical Models NeurIPS 2015 Projection Onto the Manifold of Elongated Structures for Accurate Extraction ICCV 2015 Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015 Pushing the Limits of Affine Rank Minimization by Adapting Probabilistic PCA ICML 2015 Qualitative Multi-Armed Bandits: A Quantile-Based Approach ICML 2015 Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NeurIPS 2015 Radial Distortion Homography CVPR 2015 Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions ICML 2015 Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NeurIPS 2015 Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top ICML 2015 Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width NeurIPS 2015 Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NeurIPS 2015 Recursive Frechet Mean Computation on the Grassmannian and its Applications to Computer Vision ICCV 2015 Reflection, Refraction, and Hamiltonian Monte Carlo NeurIPS 2015 Regret-Based Pruning in Extensive-Form Games NeurIPS 2015 Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem COLT 2015 Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring NeurIPS 2015 Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices NeurIPS 2015 Regularized EM Algorithms: A Unified Framework and Statistical Guarantees NeurIPS 2015 Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015 Rent3D: Floor-Plan Priors for Monocular Layout Estimation CVPR 2015 Response-Based Approachability with Applications to Generalized No-Regret Problems JMLR 2015