| Deterministic Langevin Unconstrained Optimization with Normalizing Flows | Oct 1, 2023 | Active LearningBayesian 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 |
| 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 |
| Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information | Sep 20, 2023 | Bayesian OptimizationClustering | —Unverified | 0 |
| Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning | Sep 19, 2023 | Autonomous VehiclesBayesian Optimization | —Unverified | 0 |
