| RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels | Oct 5, 2023 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Vehicle Cabin Climate MPC Parameter Tuning Using Constrained Contextual Bayesian Optimization (C-CMES) | Oct 5, 2023 | Bayesian Optimization | —Unverified | 0 |
| RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning | Oct 5, 2023 | Bayesian Optimization | —Unverified | 0 |
| ProGO: Probabilistic Global Optimizer | Oct 4, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Multi-rules mining algorithm for combinatorially exploded decision trees with modified Aitchison-Aitken function-based Bayesian optimization | Oct 4, 2023 | Bayesian Optimization | —Unverified | 0 |
| A Learning Based Scheme for Fair Timeliness in Sparse Gossip Networks | Oct 2, 2023 | Bayesian OptimizationFairness | —Unverified | 0 |
| Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints | Oct 2, 2023 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Deterministic Langevin Unconstrained Optimization with Normalizing Flows | Oct 1, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach | Oct 1, 2023 | Bayesian Optimization | —Unverified | 0 |
| Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym | Sep 29, 2023 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| 3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning | Sep 29, 2023 | 3D ReconstructionBayesian Optimization | —Unverified | 0 |
| Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces | Sep 28, 2023 | Bayesian OptimizationTransfer Learning | —Unverified | 0 |
| Parallel Multi-Objective Hyperparameter Optimization with Uniform Normalization and Bounded Objectives | Sep 26, 2023 | Bayesian OptimizationFairness | —Unverified | 0 |
| High-Dimensional Controller Tuning through Latent Representations | Sep 21, 2023 | Bayesian Optimization | —Unverified | 0 |
| Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information | Sep 20, 2023 | Bayesian OptimizationClustering | —Unverified | 0 |
| Optimize-via-Predict: Realizing out-of-sample optimality in data-driven optimization | Sep 20, 2023 | Bayesian Optimization | —Unverified | 0 |
| Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening | Sep 20, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning | Sep 19, 2023 | Autonomous VehiclesBayesian Optimization | —Unverified | 0 |
| A Fuzzy Cascaded Proportional-Derivative Controller for Under-actuated Flexible Joint Manipulators Using Bayesian Optimization | Sep 14, 2023 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables | Sep 11, 2023 | Bayesian OptimizationDiversity | —Unverified | 0 |
| Grey-box Bayesian Optimization for Sensor Placement in Assisted Living Environments | Sep 11, 2023 | Activity RecognitionBayesian Optimization | —Unverified | 0 |
| Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization | Sep 9, 2023 | Bayesian OptimizationInductive Bias | —Unverified | 0 |
| Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning | Sep 8, 2023 | Bayesian Optimization | —Unverified | 0 |
| On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization | Sep 6, 2023 | Bayesian Optimization | —Unverified | 0 |
| Random Postprocessing for Combinatorial Bayesian Optimization | Sep 6, 2023 | Bayesian Optimization | —Unverified | 0 |