Mathematics & Optimization

The Primal-Dual method for Learning Augmented Algorithms NeurIPS 2020 The Quantile Snapshot Scan: Comparing Quantiles of Spatial Data from Two Snapshots in Time AISTATS 2020 The route to chaos in routing games: When is price of anarchy too optimistic? NeurIPS 2020 The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020 The Statistical Complexity of Early-Stopped Mirror Descent NeurIPS 2020 The Strong Screening Rule for SLOPE NeurIPS 2020 The Sylvester Graphical Lasso (SyGlasso) AISTATS 2020 The Wasserstein Proximal Gradient Algorithm NeurIPS 2020 The weight function in the subtree kernel is decisive JMLR 2020 Thompson Sampling Algorithms for Mean-Variance Bandits ICML 2020 Thompson Sampling for Adversarial Bit Prediction ALT 2020 Thresholding Bandit Problem with Both Duels and Pulls AISTATS 2020 Threshold Treewidth and Hypertree Width IJCAI 2020 Throughput-Optimal Topology Design for Cross-Silo Federated Learning NeurIPS 2020 Thunder: a Fast Coordinate Selection Solver for Sparse Learning NeurIPS 2020 Tight Approximation for Proportional Approval Voting IJCAI 2020 Tight Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance ICML 2020 Tight Convergence Rate of Gradient Descent for Eigenvalue Computation IJCAI 2020 Tight First- and Second-Order Regret Bounds for Adversarial Linear Bandits NeurIPS 2020 Tight Lower Bounds for Combinatorial Multi-Armed Bandits COLT 2020 Time-Inconsistent Planning: Simple Motivation Is Hard to Find AAAI 2020 Time-Reversal Symmetric ODE Network NeurIPS 2020 Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework UAI 2020 Tiramisu: Fast Multilayer Network Verification NSDI 2020 Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020