| Local policy search with Bayesian optimization | Jun 22, 2021 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 1 |
| Machine Learning based optimization for interval uncertainty propagation | Jun 21, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks | Jun 18, 2021 | Bayesian OptimizationDiversity | —Unverified | 0 |
| Active Offline Policy Selection | Jun 18, 2021 | Bayesian OptimizationOff-policy evaluation | CodeCode Available | 1 |
| Amortized Auto-Tuning: Cost-Efficient Bayesian Transfer Optimization for Hyperparameter Recommendation | Jun 17, 2021 | Bayesian OptimizationTransfer Learning | CodeCode Available | 0 |
| Posterior Temperature Optimization in Variational Inference for Inverse Problems | Jun 11, 2021 | Bayesian OptimizationCT Reconstruction | —Unverified | 0 |
| Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks | Jun 10, 2021 | Bayesian OptimizationBrain Computer Interface | —Unverified | 0 |
| Bayesian Optimisation with Formal Guarantees | Jun 10, 2021 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
| A Nonmyopic Approach to Cost-Constrained Bayesian Optimization | Jun 10, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| A self-adapting super-resolution structures framework for automatic design of GAN | Jun 10, 2021 | Bayesian OptimizationGenerative Adversarial Network | —Unverified | 0 |
| Bayesian Optimization over Hybrid Spaces | Jun 8, 2021 | Bayesian Optimization | CodeCode Available | 1 |
| Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization | Jun 8, 2021 | Bayesian OptimizationFew-Shot Learning | —Unverified | 0 |
| Meta-Learning Reliable Priors in the Function Space | Jun 6, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| BO-DBA: Query-Efficient Decision-Based Adversarial Attacks via Bayesian Optimization | Jun 4, 2021 | Bayesian Optimization | —Unverified | 0 |
| JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data | Jun 2, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Characterization of Generalizability of Spike Timing Dependent Plasticity trained Spiking Neural Networks | May 31, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet Generation | May 28, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| One Step Preference Elicitation in Multi-Objective Bayesian Optimization | May 27, 2021 | Bayesian Optimization | —Unverified | 0 |
| GoSafe: Globally Optimal Safe Robot Learning | May 27, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Bias-Robust Bayesian Optimization via Dueling Bandits | May 25, 2021 | Bayesian Optimization | —Unverified | 0 |
| Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains | May 23, 2021 | Active LearningBayesian Optimisation | CodeCode Available | 1 |
| AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly | May 22, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| Revisiting Design Choices in Offline Model Based Reinforcement Learning | May 21, 2021 | Bayesian OptimizationModel-based Reinforcement Learning | —Unverified | 0 |
| Techniques Toward Optimizing Viewability in RTB Ad Campaigns Using Reinforcement Learning | May 21, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Replacing the Ex-Def Baseline in AutoML by Naive AutoML | May 20, 2021 | AutoMLBayesian Optimization | —Unverified | 0 |
