| An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems | Aug 14, 2024 | Bayesian OptimizationManagement | —Unverified | 0 |
| Differentiating Policies for Non-Myopic Bayesian Optimization | Aug 14, 2024 | Bayesian Optimization | —Unverified | 0 |
| Dynamic Exclusion of Low-Fidelity Data in Bayesian Optimization for Autonomous Beamline Alignment | Aug 13, 2024 | Bayesian Optimization | —Unverified | 0 |
| Artificial Neural Network and Deep Learning: Fundamentals and Theory | Aug 12, 2024 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| High dimensional Bayesian Optimization via Condensing-Expansion Projection | Aug 9, 2024 | Bayesian Optimization | —Unverified | 0 |
| Generalizing Few Data to Unseen Domains Flexibly Based on Label Smoothing Integrated with Distributionally Robust Optimization | Aug 9, 2024 | Anomaly ClassificationBayesian Optimization | —Unverified | 0 |
| Maximum a Posteriori Estimation for Linear Structural Dynamics Models Using Bayesian Optimization with Rational Polynomial Chaos Expansions | Aug 7, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Deep Generative Models for Subgraph Prediction | Aug 7, 2024 | Bayesian OptimizationGraph Learning | CodeCode Available | 0 |
| Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps | Aug 6, 2024 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Process-constrained batch Bayesian approaches for yield optimization in multi-reactor systems | Aug 5, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 |
