Mathematics & Optimization

Bandit Social Learning under Myopic Behavior NeurIPS 2023 Bandit Submodular Maximization for Multi-Robot Coordination in Unpredictable and Partially Observable Environments RSS 2023 Bandits with Knapsacks: Advice on Time-Varying Demands ICML 2023 Bandit Task Assignment with Unknown Processing Time NeurIPS 2023 Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning ICML 2023 BANSAC: A Dynamic BAyesian Network for Adaptive SAmple Consensus ICCV 2023 BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning IJCAI 2023 Batch Bayesian Optimization For Replicable Experimental Design NeurIPS 2023 Bayesian Active Causal Discovery with Multi-Fidelity Experiments NeurIPS 2023 Bayesian Design Principles for Frequentist Sequential Learning ICML 2023 Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors NeurIPS 2023 Bayesian Optimisation of Functions on Graphs NeurIPS 2023 Bayesian Optimization-Based Combinatorial Assignment AAAI 2023 Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023 Bayesian Spanning Tree: Estimating the Backbone of the Dependence Graph JMLR 2023 Bayesian Spiked Laplacian Graphs JMLR 2023 Bayesian Strategy-Proof Facility Location via Robust Estimation AISTATS 2023 Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023 Best-of-Both-Worlds Algorithms for Partial Monitoring ALT 2023 Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret L4DC 2023 Best-of-three-worlds Analysis for Linear Bandits with Follow-the-regularized-leader Algorithm COLT 2023 Best-of-Three-Worlds Linear Bandit Algorithm with Variance-Adaptive Regret Bounds COLT 2023 Betty: An Automatic Differentiation Library for Multilevel Optimization ICLR 2023 Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework AAAI 2023 Beyond Flat GelSight Sensors: Simulation of Optical Tactile Sensors of Complex Morphologies for Sim2Real Learning RSS 2023