Mathematics

Riemannian adaptive stochastic gradient algorithms on matrix manifolds ICML 2019 Robust Estimation of Tree Structured Gaussian Graphical Models ICML 2019 Robust Low-Tubal-Rank Tensor Completion via Convex Optimization IJCAI 2019 Robustness of Spectral Methods for Community Detection COLT 2019 Sample Complexity of Sinkhorn Divergences AISTATS 2019 Sample Efficient Graph-Based Optimization with Noisy Observations AISTATS 2019 Sample-Optimal Low-Rank Approximation of Distance Matrices COLT 2019 Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature COLT 2019 Sampling from Stochastic Finite Automata with Applications to CTC Decoding Interspeech 2019 Satisfaction and Implication of Integrity Constraints in Ontology-based Data Access IJCAI 2019 Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching NeurIPS 2019 Scheduling Jobs with Stochastic Processing Time on Parallel Identical Machines IJCAI 2019 Selecting the independent coordinates of manifolds with large aspect ratios NeurIPS 2019 Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry ACL 2019 Sequential change-point detection: Laplace concentration of scan statistics and non-asymptotic delay bounds ALT 2019 Shadowing Properties of Optimization Algorithms NeurIPS 2019 Shared Subspace Models for Multi-Group Covariance Estimation JMLR 2019 Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019 Sharp Theoretical Analysis for Nonparametric Testing under Random Projection COLT 2019 Sign-Full Random Projections AAAI 2019 Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NeurIPS 2019 Sliding Window Temporal Graph Coloring AAAI 2019 SMOGS: Social Network Metrics of Game Success AISTATS 2019 Solving the Satisfiability Problem of Modal Logic S5 Guided by Graph Coloring IJCAI 2019 Solving Vision Problems via Filtering ICCV 2019