{"total":21,"rows":[{"id":"2402.03921","title":"Large Language Models to Enhance Bayesian Optimization","created":"2024-02-06","cited_by_count":135,"area":null},{"id":"2205.13320","title":"Towards Learning Universal Hyperparameter Optimizers with Transformers","created":"2022-05-26","cited_by_count":81,"area":null},{"id":"2109.08215","title":"Pre-trained Gaussian Processes for Bayesian Optimization","created":"2021-09-16","cited_by_count":63,"area":null},{"id":"2302.05927","title":"Transfer Learning for Bayesian Optimization: A Survey","created":"2023-02-12","cited_by_count":27,"area":null},{"id":"2410.20302","title":"Sequential Large Language Model-Based Hyper-parameter Optimization","created":"2024-10-27","cited_by_count":24,"area":null},{"id":"2501.16224","title":"Language-Based Bayesian Optimization Research Assistant (BORA)","created":"2025-01-27","cited_by_count":15,"area":null},{"id":"2402.17423","title":"Reinforced In-Context Black-Box Optimization","created":"2024-02-27","cited_by_count":14,"area":null},{"id":"2106.00942","title":"JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data","created":"2021-06-02","cited_by_count":8,"area":null},{"id":"2206.06872","title":"On Provably Robust Meta-Bayesian Optimization","created":"2022-06-14","cited_by_count":8,"area":null},{"id":"2207.03084","title":"Pre-training helps Bayesian optimization too","created":"2022-07-07","cited_by_count":5,"area":null},{"id":"2406.18630","title":"Improving Hyperparameter Optimization with Checkpointed Model Weights","created":"2024-06-26","cited_by_count":5,"area":null},{"id":"2508.11551","title":"ADMIRE-BayesOpt: Accelerated Data MIxture RE-weighting for Language Models with Bayesian Optimization","created":"2025-08-15","cited_by_count":5,"area":null},{"id":"2106.09179","title":"Amortized Auto-Tuning: Cost-Efficient Bayesian Transfer Optimization for Hyperparameter Recommendation","created":"2021-06-17","cited_by_count":4,"area":null},{"id":"2511.01006","title":"None To Optima in Few Shots: Bayesian Optimization with MDP Priors","created":"2025-11-02","cited_by_count":3,"area":null},{"id":"2605.22613","title":"Evolutionary Multi-Task Optimization for LLM-Guided Program Discovery","created":"2026-05-21","cited_by_count":3,"area":null},{"id":"2410.05660","title":"Robust Transfer Learning for Active Level Set Estimation with Locally Adaptive Gaussian Process Prior","created":"2024-10-08","cited_by_count":1,"area":null},{"id":"2511.03125","title":"Provable Accelerated Bayesian Optimization with Knowledge Transfer","created":"2025-11-05","cited_by_count":1,"area":null},{"id":"2504.00146","title":"Why risk matters for protein binder design","created":"2025-03-31","cited_by_count":0,"area":null},{"id":"2601.15640","title":"An Empirical Study on Ensemble-Based Transfer Learning Bayesian Optimisation with Mixed Variable Types","created":"2026-01-22","cited_by_count":0,"area":null},{"id":"2601.22131","title":"SMOG: Scalable Meta-Learning for Multi-Objective Bayesian Optimization","created":"2026-01-29","cited_by_count":0,"area":null},{"id":"2609.36788","title":"Harnessing Large Language Models to Compile Task-Relevant Context into Bayesian Optimisation","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}