{"total":21,"rows":[{"id":"2206.03301","title":"Recent Advances in Bayesian Optimization","created":"2022-06-07","cited_by_count":76,"area":null},{"id":"2102.03324","title":"GIBBON: General-purpose Information-Based Bayesian OptimisatioN","created":"2021-02-05","cited_by_count":47,"area":null},{"id":"2210.02905","title":"Joint Entropy Search for Multi-objective Bayesian Optimization","created":"2022-10-06","cited_by_count":45,"area":null},{"id":"2212.04450","title":"GAUCHE: A Library for Gaussian Processes in Chemistry","created":"2022-12-06","cited_by_count":41,"area":null},{"id":"2301.10123","title":"Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation","created":"2023-01-24","cited_by_count":32,"area":null},{"id":"2302.05927","title":"Transfer Learning for Bayesian Optimization: A Survey","created":"2023-02-12","cited_by_count":27,"area":null},{"id":"2102.12810","title":"Hyperparameter Transfer Learning with Adaptive Complexity","created":"2021-02-25","cited_by_count":17,"area":null},{"id":"2507.03910","title":"Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces","created":"2025-07-05","cited_by_count":14,"area":null},{"id":"2110.06980","title":"Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization","created":"2021-10-13","cited_by_count":13,"area":null},{"id":"2302.08436","title":"Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow","created":"2023-02-16","cited_by_count":11,"area":null},{"id":"2102.02558","title":"Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions","created":"2021-02-04","cited_by_count":7,"area":null},{"id":"2412.07186","title":"Monte Carlo Tree Search based Space Transfer for Black-box Optimization","created":"2024-12-10","cited_by_count":7,"area":null},{"id":"2302.11533","title":"MONGOOSE: Path-wise Smooth Bayesian Optimisation via Meta-learning","created":"2023-02-22","cited_by_count":6,"area":null},{"id":"2402.09638","title":"Multi-Fidelity Methods for Optimization: A Survey","created":"2024-02-15","cited_by_count":6,"area":null},{"id":"2204.05411","title":"$\\{\\text{PF}\\}^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization","created":"2022-04-11","cited_by_count":5,"area":null},{"id":"2206.02437","title":"Information-theoretic Inducing Point Placement for High-throughput Bayesian Optimisation","created":"2022-06-06","cited_by_count":5,"area":null},{"id":"2102.08993","title":"Using Distance Correlation for Efficient Bayesian Optimization","created":"2021-02-17","cited_by_count":3,"area":null},{"id":"2403.09570","title":"Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search","created":"2024-03-14","cited_by_count":3,"area":null},{"id":"2410.08804","title":"Batched Energy-Entropy acquisition for Bayesian Optimization","created":"2024-10-11","cited_by_count":2,"area":null},{"id":"2502.06789","title":"Information-theoretic Bayesian Optimization: Survey and Tutorial","created":"2025-01-22","cited_by_count":2,"area":null},{"id":"2607.00865","title":"Constrained Bayesian Optimisation with Multiple Information Sources","created":"2026-07-01","cited_by_count":0,"area":null}],"next_cursor":null}