Mathematics & Optimization

Smart Forgetting for Safe Online Learning with Gaussian Processes L4DC 2020 Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems AAAI 2020 Smart Voting IJCAI 2020 Smooth Contextual Bandits: Bridging the Parametric and Non-differentiable Regret Regimes COLT 2020 Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020 Smooth Shells: Multi-Scale Shape Registration With Functional Maps CVPR 2020 SnapBoost: A Heterogeneous Boosting Machine NeurIPS 2020 Sobolev Norm Learning Rates for Regularized Least-Squares Algorithms JMLR 2020 Social Ranking Manipulability for the CP-Majority, Banzhaf and Lexicographic Excellence Solutions IJCAI 2020 Sol: Fast Distributed Computation Over Slow Networks NSDI 2020 Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers NeurIPS 2020 Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity AISTATS 2020 Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020 Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning AAAI 2020 Solving Set Cover and Dominating Set via Maximum Satisfiability AAAI 2020 Solving Sum-of-Costs Multi-Agent Pathfinding with Answer-Set Programming AAAI 2020 Sonnet Combinatorics with OuPoCo COLING 2020 SPAN: A Stochastic Projected Approximate Newton Method AAAI 2020 Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models L4DC 2020 Sparse Convex Optimization via Adaptively Regularized Hard Thresholding ICML 2020 Sparse Layered Graphs for Multi-Object Segmentation CVPR 2020 Sparseness-Aware DOA Estimation with Majorization Minimization Interspeech 2020 Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm EMNLP 2020 Sparse Symplectically Integrated Neural Networks NeurIPS 2020 Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces IJCAI 2020