Mathematics & Optimization

Quantile Regression for Large-scale Applications ICML 2013 Quasi-Newton Method: A New Direction JMLR 2013 Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013 Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs JMLR 2013 Ranked Bandits in Metric Spaces: Learning Diverse Rankings over Large Document Collections JMLR 2013 Real-Time Solution to the Absolute Pose Problem with Unknown Radial Distortion and Focal Length ICCV 2013 Reconciling "priors" & "priors" without prejudice? NeurIPS 2013 Reconstructing Gas Flows Using Light-Path Approximation CVPR 2013 Reconstructing Loopy Curvilinear Structures Using Integer Programming CVPR 2013 Recovering the Optimal Solution by Dual Random Projection COLT 2013 Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NeurIPS 2013 Recursive Estimation of the Stein Center of SPD Matrices and Its Applications ICCV 2013 Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers AISTATS 2013 Reflection methods for user-friendly submodular optimization NeurIPS 2013 Regression-tree Tuning in a Streaming Setting NeurIPS 2013 Regret based Robust Solutions for Uncertain Markov Decision Processes NeurIPS 2013 Regularization-Free Principal Curve Estimation JMLR 2013 Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima NeurIPS 2013 Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NeurIPS 2013 Relative Volume Constraints for Single View 3D Reconstruction CVPR 2013 Representation, Approximation and Learning of Submodular Functions Using Low-rank Decision Trees COLT 2013 Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization ICML 2013 Revisiting the PnP Problem: A Fast, General and Optimal Solution ICCV 2013 Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences CVPR 2013 Robust Data-Driven Dynamic Programming NeurIPS 2013