Optimization

Data-driven Distributionally Robust Polynomial Optimization NeurIPS 2013 Decomposing Bag of Words Histograms ICCV 2013 Designed Measurements for Vector Count Data NeurIPS 2013 Deterministic Fitting of Multiple Structures Using Iterative MaxFS with Inlier Scale Estimation ICCV 2013 Dimension-Free Exponentiated Gradient NeurIPS 2013 Direct 0-1 Loss Minimization and Margin Maximization with Boosting NeurIPS 2013 Dirty Statistical Models NeurIPS 2013 Discovering the Structure of a Planar Mirror System from Multiple Observations of a Single Point CVPR 2013 Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013 Distributed Exploration in Multi-Armed Bandits NeurIPS 2013 Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods AISTATS 2013 Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NeurIPS 2013 Distributed training of Large-scale Logistic models ICML 2013 Divide and Conquer Kernel Ridge Regression COLT 2013 DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes AISTATS 2013 Dropout Training as Adaptive Regularization NeurIPS 2013 Dual Averaging and Proximal Gradient Descent for Online Alternating Direction Multiplier Method ICML 2013 Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013 Dynamical Models and tracking regret in online convex programming ICML 2013 Dynamic Structured Model Selection ICCV 2013 EDML for Learning Parameters in Directed and Undirected Graphical Models NeurIPS 2013 Efficient Algorithm for Privately Releasing Smooth Queries NeurIPS 2013 Efficient and Robust Large-Scale Rotation Averaging ICCV 2013 Efficient Computation of Shortest Path-Concavity for 3D Meshes CVPR 2013 Efficient Hand Pose Estimation from a Single Depth Image ICCV 2013