{"total":19,"rows":[{"id":"2206.04771","title":"Joint Entropy Search for Maximally-Informed Bayesian Optimization","created":"2022-06-09","cited_by_count":55,"area":null},{"id":"2102.03324","title":"GIBBON: General-purpose Information-Based Bayesian OptimisatioN","created":"2021-02-05","cited_by_count":47,"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":"2304.11005","title":"Self-Correcting Bayesian Optimization through Bayesian Active Learning","created":"2023-04-21","cited_by_count":22,"area":null},{"id":"2501.11039","title":"Model Predictive Task Sampling for Efficient and Robust Adaptation","created":"2025-01-19","cited_by_count":21,"area":null},{"id":"2107.14465","title":"Trusted-Maximizers Entropy Search for Efficient Bayesian Optimization","created":"2021-07-30","cited_by_count":8,"area":null},{"id":"2301.11832","title":"SOBER: Highly Parallel Bayesian Optimization and Bayesian Quadrature over Discrete and Mixed Spaces","created":"2023-01-27","cited_by_count":7,"area":null},{"id":"2202.13597","title":"Rectified Max-Value Entropy Search for Bayesian Optimization","created":"2022-02-28","cited_by_count":6,"area":null},{"id":"2105.00894","title":"How Bayesian Should Bayesian Optimisation Be?","created":"2021-05-03","cited_by_count":5,"area":null},{"id":"2203.16912","title":"MBORE: Multi-objective Bayesian Optimisation by Density-Ratio Estimation","created":"2022-03-31","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":"2106.07452","title":"Marginalising over Stationary Kernels with Bayesian Quadrature","created":"2021-06-14","cited_by_count":4,"area":null},{"id":"2110.12087","title":"Gaussian Process Sampling and Optimization with Approximate Upper and Lower Bounds","created":"2021-10-22","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":"2411.16586","title":"Alpha Entropy Search for New Information-based Bayesian Optimization","created":"2024-11-25","cited_by_count":1,"area":null},{"id":"2111.10595","title":"Quality and Computation Time in Optimization Problems","created":"2021-11-20","cited_by_count":0,"area":null},{"id":"2402.04885","title":"A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization","created":"2024-01-19","cited_by_count":0,"area":null},{"id":"2411.04744","title":"Respecting the limit:Bayesian optimization with a bound on the optimal value","created":"2024-11-07","cited_by_count":0,"area":null},{"id":"2509.06924","title":"Towards real-time surrogate-free Bayesian inversion for neutron reflectometry","created":"2025-09-08","cited_by_count":0,"area":null}],"next_cursor":null}