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| This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization | May 23, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Heteroscedastic Preferential Bayesian Optimization with Informative Noise Distributions | May 23, 2024 | Bayesian OptimizationInformativeness | —Unverified | 0 |
| Unlocking Profit Potential: Maximizing Returns with Bayesian Optimization of Supertrend Indicator Parameters | May 23, 2024 | Bayesian Optimization | —Unverified | 0 |
| Retrieval-Augmented Mining of Temporal Logic Specifications from Data | May 23, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary Computation | May 18, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Control-Aware Transmit Power Allocation for 6G In-Factory Subnetwork Control Systems | May 18, 2024 | Bayesian Optimization | —Unverified | 0 |
| Efficient Line Search Method Based on Regression and Uncertainty Quantification | May 17, 2024 | Bayesian Optimizationregression | —Unverified | 0 |
| Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization | May 17, 2024 | Bayesian OptimizationMetaheuristic Optimization | —Unverified | 0 |
| Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization | May 17, 2024 | Bayesian OptimizationLow-rank compression | —Unverified | 0 |
| CMA-ES for Safe Optimization | May 17, 2024 | Bayesian Optimization | —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 |
| Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models | May 14, 2024 | Bayesian Optimization | —Unverified | 0 |
| An adaptive approach to Bayesian Optimization with switching costs | May 14, 2024 | Bayesian OptimizationExperimental Design | —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 |
| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 |
| Bayesian optimization for stable properties amid processing fluctuations in sputter deposition | May 6, 2024 | Bayesian Optimization | 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 |
| Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning | Apr 29, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity | Apr 29, 2024 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Optimal Initialization of Batch Bayesian Optimization | Apr 27, 2024 | Bayesian Optimization | CodeCode Available | 0 |