Optimization

Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation NAACL 2018 Feasible Arm Identification ICML 2018 Forward-Backward Splitting for Time-Varying Graphical Models PGM 2018 Geodesic Convolutional Shape Optimization ICML 2018 GPU-Based Max Flow Maps in the Plane RSS 2018 Gradient Descent Learns Linear Dynamical Systems JMLR 2018 Gradient Estimation with Simultaneous Perturbation and Compressive Sensing JMLR 2018 Graph-Cut RANSAC CVPR 2018 Inexact trust-region algorithms on Riemannian manifolds NeurIPS 2018 Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization ICML 2018 ITER: Improving Translation Edit Rate through Optimizable Edit Costs EMNLP 2018 LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration ICML 2018 Learning in Reproducing Kernel Kreı̆n Spaces ICML 2018 Learning To Learn Around A Common Mean NeurIPS 2018 Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018 Non-convex Conditional Gradient Sliding ICML 2018 Non-Ergodic Alternating Proximal Augmented Lagrangian Algorithms with Optimal Rates NeurIPS 2018 Nonparametric Density Estimation under Adversarial Losses NeurIPS 2018 On Markov Chain Gradient Descent NeurIPS 2018 On Matching Pursuit and Coordinate Descent ICML 2018 On the insufficiency of existing momentum schemes for Stochastic Optimization ICLR 2018 Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation IJCAI 2018 Optimal Structured Light à La Carte CVPR 2018 Policy Optimization with Second-Order Advantage Information IJCAI 2018 pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment CVPR 2018