Mathematics & Optimization

Using Benson’s Algorithm for Regularization Parameter Tracking AAAI 2019 Using Graphs for Word Embedding with Enhanced Semantic Relations EMNLP 2019 Using Unknown Occluders to Recover Hidden Scenes CVPR 2019 Utilizing Second Order Information in Minibatch Stochastic Variance Reduced Proximal Iterations JMLR 2019 Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning NeurIPS 2019 Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019 Variance Reduction for Matrix Games NeurIPS 2019 Variational Inference of Penalized Regression with Submodular Functions UAI 2019 Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems CoRL 2019 Variational Uncalibrated Photometric Stereo Under General Lighting ICCV 2019 Very Hard Electoral Control Problems AAAI 2019 Vine copula structure learning via Monte Carlo tree search AISTATS 2019 Visualizing the PHATE of Neural Networks NeurIPS 2019 VITAMIN-E: VIsual Tracking and MappINg With Extremely Dense Feature Points CVPR 2019 Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration ICML 2019 Walrasian Dynamics in Multi-Unit Markets AAAI 2019 Wasserstein regularization for sparse multi-task regression AISTATS 2019 Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019 Weighted Abstract Dialectical Frameworks through the Lens of Approximation Fixpoint Theory AAAI 2019 Weighted Linear Bandits for Non-Stationary Environments NeurIPS 2019 Weighted Maxmin Fair Share Allocation of Indivisible Chores IJCAI 2019 Weighted Oblique Decision Trees AAAI 2019 What Kind of Language Is Hard to Language-Model? ACL 2019 When Samples Are Strategically Selected ICML 2019 Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019