Mathematics & Optimization

Signature Moments to Characterize Laws of Stochastic Processes JMLR 2022 Simple and Optimal Greedy Online Contention Resolution Schemes NeurIPS 2022 Simple Mechanisms for Welfare Maximization in Rich Advertising Auctions NeurIPS 2022 Simulation-guided Beam Search for Neural Combinatorial Optimization NeurIPS 2022 Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model AAAI 2022 Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022 Single-Agent Dynamics in Additively Separable Hedonic Games AAAI 2022 Single Loop Gaussian Homotopy Method for Non-convex Optimization NeurIPS 2022 Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity NeurIPS 2022 Single-Peaked Opinion Updates IJCAI 2022 Single Trajectory Nonparametric Learning of Nonlinear Dynamics COLT 2022 SIXO: Smoothing Inference with Twisted Objectives NeurIPS 2022 Sketching Algorithms and Lower Bounds for Ridge Regression ICML 2022 Sliced Wasserstein variational inference ACML 2022 Sliding-Seeking Control: Model-Free Optimization with Safety Constraints L4DC 2022 Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data AAAI 2022 Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022 Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor NeurIPS 2022 Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions NeurIPS 2022 Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee JMLR 2022 SMT-based weighted model integration with structure awareness UAI 2022 SnAKe: Bayesian Optimization with Pathwise Exploration NeurIPS 2022 Sobolev Norm Learning Rates for Conditional Mean Embeddings AISTATS 2022 Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022 Social Aware Assignment of Passengers in Ridesharing (Student Abstract) AAAI 2022