Optimization

Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking ACML 2013 Actor-Critic Algorithms for Risk-Sensitive MDPs NeurIPS 2013 Adaptive Step-Size for Policy Gradient Methods NeurIPS 2013 Adaptive Submodular Maximization in Bandit Setting NeurIPS 2013 Adaptive Task Assignment for Crowdsourced Classification ICML 2013 A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013 A Fast and Exact Energy Minimization Algorithm for Cycle MRFs ICML 2013 A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013 A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013 A Fully-Connected Layered Model of Foreground and Background Flow CVPR 2013 A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems ICML 2013 A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding ICCV 2013 A Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles CVPR 2013 A Global Linear Method for Camera Pose Registration ICCV 2013 A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NeurIPS 2013 A Higher-Order CRF Model for Road Network Extraction CVPR 2013 A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NeurIPS 2013 A Last-Step Regression Algorithm for Non-Stationary Online Learning AISTATS 2013 Algorithms and Hardness for Robust Subspace Recovery COLT 2013 Algorithms and Hardness Results for Parallel Large Margin Learning JMLR 2013 Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013 A Minimum Error Vanishing Point Detection Approach for Uncalibrated Monocular Images of Man-Made Environments CVPR 2013 An Approximate, Efficient LP Solver for LP Rounding NeurIPS 2013 A Near-Optimal Algorithm for Differentially-Private Principal Components JMLR 2013 An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation ICML 2013