{"total":21,"rows":[{"id":"2206.03301","title":"Recent Advances in Bayesian Optimization","created":"2022-06-07","cited_by_count":76,"area":null},{"id":"2301.12844","title":"Are Random Decompositions all we need in High Dimensional Bayesian Optimisation?","created":"2023-01-30","cited_by_count":36,"area":null},{"id":"2406.04739","title":"A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences","created":"2024-06-07","cited_by_count":23,"area":null},{"id":"2107.12102","title":"Global optimization using random embeddings","created":"2021-07-26","cited_by_count":6,"area":null},{"id":"2311.02213","title":"Joint Composite Latent Space Bayesian Optimization","created":"2023-11-03","cited_by_count":5,"area":null},{"id":"2412.20350","title":"Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems","created":"2024-12-29","cited_by_count":4,"area":null},{"id":"2108.02289","title":"High dimensional Bayesian Optimization Algorithm for Complex System in Time Series","created":"2021-08-04","cited_by_count":2,"area":null},{"id":"2404.11917","title":"Expected Coordinate Improvement for High-Dimensional Bayesian Optimization","created":"2024-04-18","cited_by_count":2,"area":null},{"id":"2412.16554","title":"High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces","created":"2024-12-21","cited_by_count":2,"area":null},{"id":"2508.18423","title":"Enhancing Trust-Region Bayesian Optimization via Newton Methods","created":"2025-08-25","cited_by_count":2,"area":null},{"id":"2510.18824","title":"BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem","created":"2025-10-21","cited_by_count":2,"area":null},{"id":"2201.00147","title":"High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series","created":"2022-01-01","cited_by_count":1,"area":null},{"id":"2211.00947","title":"Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction Mappings","created":"2022-11-02","cited_by_count":1,"area":null},{"id":"2403.05425","title":"An Adaptive Dimension Reduction Estimation Method for High-dimensional Bayesian Optimization","created":"2024-03-08","cited_by_count":1,"area":null},{"id":"2407.11917","title":"Global Optimisation of Black-Box Functions with Generative Models in the Wasserstein Space","created":"2024-07-16","cited_by_count":1,"area":null},{"id":"2101.05147","title":"CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage Kernels","created":"2021-01-13","cited_by_count":0,"area":null},{"id":"2406.04261","title":"Simulating, Fast and Slow: Learning Policies for Black-Box Optimization","created":"2024-06-06","cited_by_count":0,"area":null},{"id":"2409.12919","title":"Swine Diet Design using Multi-objective Regionalized Bayesian Optimization","created":"2024-09-19","cited_by_count":0,"area":null},{"id":"2504.11353","title":"An Adaptive Dropout Approach for High-Dimensional Bayesian Optimization","created":"2025-04-15","cited_by_count":0,"area":null},{"id":"2508.13608","title":"Towards safe control parameter tuning in distributed multi-agent systems","created":"2025-08-19","cited_by_count":0,"area":null},{"id":"2605.23473","title":"Automated Random Embedding for Practical Bayesian Optimization with Unknown Effective Dimension","created":"2026-05-22","cited_by_count":0,"area":null}],"next_cursor":null}