Mathematics & Optimization

Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm ICML 2014 Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014 Optimal decision-making with time-varying evidence reliability NeurIPS 2014 Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors AISTATS 2014 Optimal Mean Robust Principal Component Analysis ICML 2014 Optimal Neural Codes for Control and Estimation NeurIPS 2014 Optimal prior-dependent neural population codes under shared input noise NeurIPS 2014 Optimal rates for k-NN density and mode estimation NeurIPS 2014 Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers NeurIPS 2014 Optimization Equivalence of Divergences Improves Neighbor Embedding ICML 2014 Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection NeurIPS 2014 Optimizing Energy Production Using Policy Search and Predictive State Representations NeurIPS 2014 Optimizing Over Radial Kernels on Compact Manifolds CVPR 2014 Orbit Regularization NeurIPS 2014 Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014 Parallax-tolerant Image Stitching CVPR 2014 Parallel Direction Method of Multipliers NeurIPS 2014 Parallel Double Greedy Submodular Maximization NeurIPS 2014 Parallel Feature Selection Inspired by Group Testing NeurIPS 2014 Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization JMLR 2014 Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NeurIPS 2014 Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014 Partition-wise Linear Models NeurIPS 2014 Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression AISTATS 2014 Persistence-based Structural Recognition CVPR 2014