Showing 1–20 of 47 results
/ Date/ Name
Mar 29, 2022Near-optimality for infinite-horizon restless bandits with many armsJun 3, 2015Bayesian optimization for materials designFeb 16, 2016Parallel Bayesian Global Optimization of Expensive FunctionsJul 16, 2014Probabilistic Group Testing under Sum Observations: A Parallelizable 2-Approximation for Entropy LossMay 28, 2016Dueling Bandits with Dependent ArmsDec 31, 2015Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index PoliciesJun 12, 2024Asymptotically Optimal Regret for Black-Box Predict-then-OptimizeJun 13, 2025Fast Bayesian Optimization of Function Networks with Partial EvaluationsMay 19, 2022Dynamic Pricing Provides Robust Equilibria in Stochastic Ridesharing NetworksMar 28, 2023qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian OptimizationJul 8, 2018A Tutorial on Bayesian OptimizationMar 12, 2019Practical Multi-fidelity Bayesian Optimization for Hyperparameter TuningNov 12, 2021Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation CostsDec 6, 2021Two-step Lookahead Bayesian Optimization with Inequality ConstraintsJul 20, 2017Discretization-free Knowledge Gradient Methods for Bayesian OptimizationJun 14, 2016The Parallel Knowledge Gradient Method for Batch Bayesian OptimizationAug 11, 2016Warm Starting Bayesian OptimizationNov 15, 2021Correlation Improves Group Testing: Modeling Concentration-Dependent Test ErrorsJun 4, 2019Bayesian Optimization of Composite FunctionsDec 31, 2021Bayesian Optimization of Function Networks