| Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal | Oct 14, 2024 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Predicting from Strings: Language Model Embeddings for Bayesian Optimization | Oct 14, 2024 | Bayesian OptimizationExperimental Design | CodeCode Available | 3 |
| Ranking over Regression for Bayesian Optimization and Molecule Selection | Oct 11, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Rethinking Gradient-Based Methods: Multi-Property Materials Design Beyond Differentiable Targets | Oct 11, 2024 | Band GapBayesian Optimization | CodeCode Available | 0 |
| Batched Energy-Entropy acquisition for Bayesian Optimization | Oct 11, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Gaussian Process Thompson Sampling via Rootfinding | Oct 10, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Closed-Loop phase selection in EEG-TMS using Bayesian Optimization | Oct 8, 2024 | Bayesian OptimizationEEG | CodeCode Available | 0 |
| Batched Bayesian optimization by maximizing the probability of including the optimum | Oct 8, 2024 | Bayesian OptimizationDiversity | CodeCode Available | 1 |
| Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging | Oct 7, 2024 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 |
| Mechanistic Behavior Editing of Language Models | Oct 5, 2024 | Bayesian OptimizationSpecificity | CodeCode Available | 0 |
