{"total":22,"rows":[{"id":"2206.03301","title":"Recent Advances in Bayesian Optimization","created":"2022-06-07","cited_by_count":76,"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":"2206.07438","title":"Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview","created":"2022-06-15","cited_by_count":37,"area":null},{"id":"2106.04682","title":"Bayesian Optimization over Hybrid Spaces","created":"2021-06-08","cited_by_count":23,"area":null},{"id":"2106.12639","title":"Multi-objective Asynchronous Successive Halving","created":"2021-06-23","cited_by_count":23,"area":null},{"id":"2211.02732","title":"Multi-Fidelity Cost-Aware Bayesian Optimization","created":"2022-11-04","cited_by_count":20,"area":null},{"id":"2205.08835","title":"Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization","created":"2022-05-18","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":"2112.13901","title":"Leveraging Trust for Joint Multi-Objective and Multi-Fidelity Optimization","created":"2021-12-27","cited_by_count":7,"area":null},{"id":"2303.13034","title":"Preference-Aware Constrained Multi-Objective Bayesian Optimization","created":"2023-03-23","cited_by_count":4,"area":null},{"id":"2302.02565","title":"Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search","created":"2023-02-06","cited_by_count":3,"area":null},{"id":"2404.01965","title":"Towards Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks","created":"2024-04-02","cited_by_count":3,"area":null},{"id":"2502.06789","title":"Information-theoretic Bayesian Optimization: Survey and Tutorial","created":"2025-01-22","cited_by_count":2,"area":null},{"id":"2602.00788","title":"Multi-Objective Multi-Fidelity Bayesian Optimization with Causal Priors","created":"2026-01-31","cited_by_count":2,"area":null},{"id":"2604.09417","title":"Do We Really Need to Approach the Entire Pareto Front in Many-Objective Bayesian Optimisation?","created":"2026-04-10","cited_by_count":2,"area":null},{"id":"2209.04587","title":"Multipoint-BAX: A New Approach for Efficiently Tuning Particle Accelerator Emittance via Virtual Objectives","created":"2022-09-10","cited_by_count":1,"area":null},{"id":"2310.19053","title":"Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations","created":"2023-10-29","cited_by_count":1,"area":null},{"id":"2405.15303","title":"A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs","created":"2024-05-24","cited_by_count":1,"area":null},{"id":"2511.08371","title":"Multi-objective Hyperparameter Optimization in the Age of Deep Learning","created":"2025-11-11","cited_by_count":1,"area":null},{"id":"2606.23208","title":"Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks","created":"2026-06-22","cited_by_count":0,"area":null},{"id":"2608.11713","title":"High-dimensional Multi-objective Bayesian Optimization with Learned Variable Interactions","created":"2026-08-12","cited_by_count":0,"area":null},{"id":"2609.13396","title":"Converge Then Diversify: Decoupling Convergence and Diversity in Multi-Objective Bayesian Optimisation","created":"2026-09-11","cited_by_count":0,"area":null}],"next_cursor":null}