| Computer-Aided Multi-Objective Optimization in Small Molecule Discovery | Oct 13, 2022 | Bayesian Optimization | —Unverified | 0 |
| BORA: Bayesian Optimization for Resource Allocation | Oct 12, 2022 | Bayesian OptimizationMarketing | —Unverified | 0 |
| PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design | Oct 8, 2022 | Active LearningBayesian Optimization | —Unverified | 0 |
| Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization | Oct 7, 2022 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration | Oct 7, 2022 | Bayesian Optimization | —Unverified | 0 |
| Joint Entropy Search for Multi-objective Bayesian Optimization | Oct 6, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Multi-objective optimization via equivariant deep hypervolume approximation | Oct 5, 2022 | Bayesian OptimizationEvolutionary Algorithms | CodeCode Available | 0 |
| Generalizing Bayesian Optimization with Decision-theoretic Entropies | Oct 4, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization | Oct 4, 2022 | Bayesian OptimizationMuJoCo | CodeCode Available | 1 |
| Budget-Aware Sequential Brick Assembly with Efficient Constraint Satisfaction | Oct 3, 2022 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 0 |
| Optimal Weight Adaptation of Model Predictive Control for Connected and Automated Vehicles in Mixed Traffic with Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 |
| HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationTransfer Learning | —Unverified | 0 |
| Meta-Learning Priors for Safe Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| New Paradigms for Exploiting Parallel Experiments in Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Robust Bayesian optimization with reinforcement learned acquisition functions | Oct 2, 2022 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| BayesFT: Bayesian Optimization for Fault Tolerant Neural Network Architecture | Sep 30, 2022 | Bayesian Optimizationimage-classification | CodeCode Available | 0 |
| Efficient computation of the Knowledge Gradient for Bayesian Optimization | Sep 30, 2022 | Bayesian Optimization | —Unverified | 0 |
| Backflipping with Miniature Quadcopters by Gaussian Process Based Control and Planning | Sep 29, 2022 | Bayesian OptimizationTrajectory Planning | —Unverified | 0 |
| GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation | Sep 23, 2022 | Bayesian Optimizationvalid | CodeCode Available | 1 |
| Physically Consistent Preferential Bayesian Optimization for Food Arrangement | Sep 21, 2022 | Bayesian Optimization | —Unverified | 0 |
| Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques | Sep 18, 2022 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| Sequential Bayesian Optimization for Adaptive Informative Path Planning with Multimodal Sensing | Sep 16, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Bayesian Optimization of Sampling Densities in MRI | Sep 15, 2022 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 1 |
| Falsification of Cyber-Physical Systems using Bayesian Optimization | Sep 14, 2022 | Bayesian Optimization | —Unverified | 0 |
| Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization | Sep 13, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
