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| Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach | Dec 7, 2022 | Bayesian OptimizationFault Detection | —Unverified | 0 |
| c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization | Nov 26, 2022 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Multi-Job Intelligent Scheduling with Cross-Device Federated Learning | Nov 24, 2022 | Bayesian OptimizationFairness | —Unverified | 0 |
| Bayesian Optimization of 2D Echocardiography Segmentation | Nov 17, 2022 | Bayesian OptimizationSegmentation | —Unverified | 0 |
| Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis | Nov 17, 2022 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Global Optimization with Parametric Function Approximation | Nov 16, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Prior-mean-assisted Bayesian optimization application on FRIB Front-End tunning | Nov 11, 2022 | Bayesian Optimization | —Unverified | 0 |
| Multi-Fidelity Cost-Aware Bayesian Optimization | Nov 4, 2022 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints | Nov 4, 2022 | Bayesian Optimization | —Unverified | 0 |
| PI is back! Switching Acquisition Functions in Bayesian Optimization | Nov 2, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Fantasizing with Dual GPs in Bayesian Optimization and Active Learning | Nov 2, 2022 | Active LearningBayesian Optimization | —Unverified | 0 |
| Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction Mappings | Nov 2, 2022 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Monte Carlo Tree Descent for Black-Box Optimization | Nov 1, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models | Oct 31, 2022 | Bayesian OptimizationClassification | —Unverified | 0 |
| Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach | Oct 31, 2022 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Atlas: Automate Online Service Configuration in Network Slicing | Oct 30, 2022 | Bayesian OptimizationSafe Exploration | CodeCode Available | 0 |
| Joint Uplink-Downlink Capacity and Coverage Optimization via Site-Specific Learning of Antenna Settings | Oct 27, 2022 | Bayesian Optimization | —Unverified | 0 |
| Data-Driven Process Optimization of Fused Filament Fabrication based on In Situ Measurements | Oct 27, 2022 | Bayesian Optimization | —Unverified | 0 |
| Sequential Decision Making on Unmatched Data using Bayesian Kernel Embeddings | Oct 25, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Multi-Fidelity Bayesian Optimization with Unreliable Information Sources | Oct 25, 2022 | Bayesian Optimization | CodeCode Available | 0 |
| Transformers For Recognition In Overhead Imagery: A Reality Check | Oct 23, 2022 | Bayesian Optimization | —Unverified | 0 |
| Local Bayesian optimization via maximizing probability of descent | Oct 21, 2022 | Bayesian OptimizationNavigate | CodeCode Available | 0 |
| Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport | Oct 21, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
