| TREGO: a Trust-Region Framework for Efficient Global Optimization | Jan 18, 2021 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Cost-Efficient Online Hyperparameter Optimization | Jan 17, 2021 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures | Jan 8, 2021 | Bayesian Optimization | —Unverified | 0 |
| Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization | Jan 7, 2021 | Active LearningAutoML | —Unverified | 0 |
| Hyperboost: Hyperparameter Optimization by Gradient Boosting surrogate models | Jan 6, 2021 | AutoMLBayesian Optimization | —Unverified | 0 |
| Meta-Learning Conjugate Priors for Few-Shot Bayesian Optimization | Jan 3, 2021 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Learning to Make Decisions via Submodular Regularization | Jan 1, 2021 | Active LearningBayesian Optimization | —Unverified | 0 |
| Learning Collision-free Latent Space for Bayesian Optimization | Jan 1, 2021 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Don't be picky, all students in the right family can learn from good teachers | Jan 1, 2021 | AllBayesian Optimization | —Unverified | 0 |
| Zero-shot Transfer Learning for Gray-box Hyper-parameter Optimization | Jan 1, 2021 | Bayesian OptimizationTransfer Learning | —Unverified | 0 |
