| Efficient Line Search Method Based on Regression and Uncertainty Quantification | May 17, 2024 | Bayesian Optimizationregression | —Unverified | 0 |
| Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization | May 17, 2024 | Bayesian OptimizationLow-rank compression | —Unverified | 0 |
| CatCMA : Stochastic Optimization for Mixed-Category Problems | May 16, 2024 | Bayesian OptimizationStochastic Optimization | —Unverified | 0 |
| The DNA of Calabi-Yau Hypersurfaces | May 14, 2024 | Bayesian Optimization | —Unverified | 0 |
| An adaptive approach to Bayesian Optimization with switching costs | May 14, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models | May 14, 2024 | Bayesian Optimization | —Unverified | 0 |
| CAGES: Cost-Aware Gradient Entropy Search for Efficient Local Multi-Fidelity Bayesian Optimization | May 13, 2024 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 0 |
| Bayesian optimization for stable properties amid processing fluctuations in sputter deposition | May 6, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 |
| Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design | May 3, 2024 | Bayesian OptimizationDiversity | CodeCode Available | 0 |
| Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization | May 2, 2024 | Bayesian OptimizationCombinatorial Optimization | —Unverified | 0 |
| Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation | May 2, 2024 | Bayesian OptimizationConversational Recommendation | —Unverified | 0 |
| Data Augmentation Policy Search for Long-Term Forecasting | May 1, 2024 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity | Apr 29, 2024 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning | Apr 29, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| Optimal Initialization of Batch Bayesian Optimization | Apr 27, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models | Apr 26, 2024 | AttributeBayesian Optimization | —Unverified | 0 |
| A Continuous Relaxation for Discrete Bayesian Optimization | Apr 26, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Evolve Cost-aware Acquisition Functions Using Large Language Models | Apr 25, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 3 |
| Transductive Spiking Graph Neural Networks for Loihi | Apr 25, 2024 | Bayesian OptimizationGraph Classification | —Unverified | 0 |
| In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization | Apr 25, 2024 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Adaptive Bayesian Optimization for High-Precision Motion Systems | Apr 22, 2024 | Bayesian OptimizationComputational Efficiency | —Unverified | 0 |
| Physics-based reward driven image analysis in microscopy | Apr 22, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| KATO: Knowledge Alignment and Transfer for Transistor Sizing of Different Design and Technology | Apr 19, 2024 | Bayesian OptimizationTransfer Learning | —Unverified | 0 |
| Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral Metamaterials | Apr 19, 2024 | Bayesian Optimization | CodeCode Available | 0 |
