Mathematics & Optimization

Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CoRL 2018 Multi-Objective Optimization Through Pareto Minimal Correction Subsets IJCAI 2018 Multi-Path Transport for RDMA in Datacenters NSDI 2018 {Multi-Player Bandits Revisited} ALT 2018 Multiplicative Weights Updates with Constant Step-Size in Graphical Constant-Sum Games NeurIPS 2018 Multi-Robot Motion Planning with Dynamics Guided by Multi-Agent Search IJCAI 2018 Multi-scale Nystrom Method AISTATS 2018 Multi-Scale Weighted Nuclear Norm Image Restoration CVPR 2018 Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming NAACL 2018 Multi-talker Speech Separation Based on Permutation Invariant Training and Beamforming Interspeech 2018 Multitask Boosting for Survival Analysis with Competing Risks NeurIPS 2018 Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018 Multiwinner Voting with Fairness Constraints IJCAI 2018 Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness IJCAI 2018 Mutual Information Neural Estimation ICML 2018 NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations NeurIPS 2018 Narrative Schema Stability in News Text COLING 2018 N-ary Relation Extraction using Graph-State LSTM EMNLP 2018 Natasha 2: Faster Non-Convex Optimization Than SGD NeurIPS 2018 Nearly Optimal Robust Subspace Tracking ICML 2018 Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes NeurIPS 2018 Near-Optimal Budgeted Data Exchange for Distributed Loop Closure Detection RSS 2018 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices ICML 2018 Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models NeurIPS 2018 Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities COLT 2018