| A physics-informed Bayesian optimization method for rapid development of electrical machines | Mar 1, 2025 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Tuning-Free Structured Sparse PCA via Deep Unfolding Networks | Feb 28, 2025 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| ChatMol: A Versatile Molecule Designer Based on the Numerically Enhanced Large Language Model | Feb 27, 2025 | Bayesian OptimizationDrug Discovery | —Unverified | 0 |
| Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems | Feb 25, 2025 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Bayesian Optimization for Controlled Image Editing via LLMs | Feb 25, 2025 | Bayesian OptimizationImage Generation | —Unverified | 0 |
| 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 |
| Maximizing Spectrum Efficiency of Data-Carrying Reference Signals via Bayesian Optimization | Feb 20, 2025 | Bayesian Optimization | —Unverified | 0 |
| An Adversarial Analysis of Thompson Sampling for Full-information Online Learning: from Finite to Infinite Action Spaces | Feb 20, 2025 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Universal Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery | Feb 19, 2025 | Bayesian Optimization | —Unverified | 0 |