Mathematics & Optimization

Streaming Algorithms for Ellipsoidal Approximation of Convex Polytopes COLT 2022 Streaming Algorithms for High-Dimensional Robust Statistics ICML 2022 Streaming Algorithms for Support-Aware Histograms ICML 2022 Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022 Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts NeurIPS 2022 Structure-adaptive Manifold Estimation JMLR 2022 Structure Learning for Directed Trees JMLR 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Sub-1.5 Time-Optimal Multi-Robot Path Planning on Grids in Polynomial Time RSS 2022 Sub-exponential time Sum-of-Squares lower bounds for Principal Components Analysis NeurIPS 2022 Sublinear Algorithms for Hierarchical Clustering NeurIPS 2022 Sublinear Time Approximation of Text Similarity Matrices AAAI 2022 Sublinear-Time Clustering Oracle for Signed Graphs ICML 2022 Submodular Maximization in Clean Linear Time NeurIPS 2022 Subquadratic Kronecker Regression with Applications to Tensor Decomposition NeurIPS 2022 Subset Approximation of Pareto Regions with Bi-objective A* AAAI 2022 Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap NeurIPS 2022 Super-Acceleration with Cyclical Step-sizes AISTATS 2022 Super-Fibonacci Spirals: Fast, Low-Discrepancy Sampling of SO(3) CVPR 2022 Supervised Training of Conditional Monge Maps NeurIPS 2022 Supervising the Multi-Fidelity Race of Hyperparameter Configurations NeurIPS 2022 Support Recovery in Sparse PCA with Incomplete Data NeurIPS 2022 Symmetry Teleportation for Accelerated Optimization NeurIPS 2022 Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms NeurIPS 2022 Synthesis of Maximally Permissive Strategies for LTLf Specifications IJCAI 2022