| ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning | Mar 8, 2025 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Unbounded Bayesian Optimization via Regularization | Aug 14, 2015 | Bayesian OptimizationBenchmarking | —Unverified | 0 | 0 |
| Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization | Feb 18, 2025 | Autonomous DrivingBayesian Optimization | —Unverified | 0 | 0 |
| Uncertainty-Aware Mixed-Variable Machine Learning for Materials Design | Jul 11, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Uncertainty quantification and exploration-exploitation trade-off in humans | Feb 5, 2021 | Active LearningBayesian Optimization | —Unverified | 0 | 0 |
| Uncertainty Quantification for Bayesian Optimization | Feb 4, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 | 0 |
| Understanding High-Dimensional Bayesian Optimization | Feb 13, 2025 | Bayesian Optimization | —Unverified | 0 | 0 |
| Un-evaluated Solutions May Be Valuable in Expensive Optimization | Dec 5, 2024 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 | 0 |
| Universality of parametric Coupling Flows over parametric diffeomorphisms | Feb 7, 2022 | Bayesian OptimizationData Compression | —Unverified | 0 | 0 |
| Universal Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery | Feb 19, 2025 | Bayesian Optimization | —Unverified | 0 | 0 |
