April 20, 2021 preprint Open access Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 arXiv (Cornell University) DOI: 10.48550/arxiv.2104.10201 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 3 stored of 159 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB 2024 ACM Transactions on Evolutionary Learning and Optimization article Decision Sciences Advanced Bandit Algorithms Research 28 citations Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym 2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access 10 citations Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB 2023 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access 2 citations 3 results References 0