Mathematics & Optimization

Scalable Thompson Sampling via Optimal Transport AISTATS 2019 Scale-free adaptive planning for deterministic dynamics & discounted rewards ICML 2019 Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS) AAAI 2019 Scheduling Jobs with Stochastic Processing Time on Parallel Identical Machines IJCAI 2019 Schelling Games on Graphs IJCAI 2019 Screening Sinkhorn Algorithm for Regularized Optimal Transport NeurIPS 2019 SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences CVPR 2019 Secretary Ranking with Minimal Inversions NeurIPS 2019 Selecting Compliant Agents for Opt-in Micro-Tolling AAAI 2019 Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression NeurIPS 2019 Selecting the independent coordinates of manifolds with large aspect ratios NeurIPS 2019 Self-Paced Multi-Label Learning with Diversity ACML 2019 Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions ICLR 2019 Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry ACL 2019 Semi-Autonomous Robot Teleoperation with Obstacle Avoidance Via Model Predictive Control RSS 2019 Semi-Parametric Efficient Policy Learning with Continuous Actions NeurIPS 2019 Sequential change-point detection: Laplace concentration of scan statistics and non-asymptotic delay bounds ALT 2019 Sequential Experimental Design for Transductive Linear Bandits NeurIPS 2019 Sequential Facility Location: Approximate Submodularity and Greedy Algorithm ICML 2019 SGD: General Analysis and Improved Rates ICML 2019 SGD without Replacement: Sharper Rates for General Smooth Convex Functions ICML 2019 Shadowing Properties of Optimization Algorithms NeurIPS 2019 Shape Reconstruction Using Differentiable Projections and Deep Priors ICCV 2019 Shared Subspace Models for Multi-Group Covariance Estimation JMLR 2019 Sharp Analysis for Nonconvex SGD Escaping from Saddle Points COLT 2019