Mathematics & Optimization

A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy AISTATS 2022 A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022 A Weighting-Based Tabu Search Algorithm for the p-Next Center Problem IJCAI 2022 A Witness Two-Sample Test AISTATS 2022 AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs NeurIPS 2022 Backpressure Flow Control NSDI 2022 Balancing adaptability and non-exploitability in repeated games UAI 2022 Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract) AAAI 2022 Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms AAAI 2022 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization AAAI 2022 Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees CVPR 2022 Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization NeurIPS 2022 BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed Bandit IJCAI 2022 Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning AISTATS 2022 Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NeurIPS 2022 Batched Dueling Bandits ICML 2022 Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022 Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms NeurIPS 2022 Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments ACML 2022 Bayesian Continuous-Time Tucker Decomposition ICML 2022 Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure JMLR 2022 Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations ICML 2022 Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization NeurIPS 2022 Bayesian Optimization over Permutation Spaces AAAI 2022 Bayesian Optimization under Stochastic Delayed Feedback ICML 2022