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| Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization | Feb 24, 2025 | Bayesian OptimizationUncertainty Quantification | CodeCode Available | 1 |
| Multi-Objective Causal Bayesian Optimization | Feb 20, 2025 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| BoTier: Multi-Objective Bayesian Optimization with Tiered Composite Objectives | Jan 26, 2025 | Bayesian Optimization | CodeCode Available | 1 |
| Causal Discovery via Bayesian Optimization | Jan 25, 2025 | Bayesian OptimizationCausal Discovery | CodeCode Available | 1 |
| On the Implementation of a Bayesian Optimization Framework for Interconnected Systems | Jan 1, 2025 | Bayesian OptimizationChemical Process | CodeCode Available | 1 |
| Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution | Dec 18, 2024 | Bayesian Optimization | CodeCode Available | 1 |
| Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Exploration | Dec 14, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Monte Carlo Tree Search based Space Transfer for Black-box Optimization | Dec 10, 2024 | Bayesian OptimizationTransfer Learning | CodeCode Available | 1 |
| Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences | Dec 10, 2024 | Bayesian OptimizationLanguage Modeling | CodeCode Available | 1 |
