| Extrinsic Bayesian Optimizations on Manifolds | Dec 21, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Deep Unfolded Tensor Robust PCA with Self-supervised Learning | Dec 21, 2022 | Bayesian OptimizationSelf-Supervised Learning | CodeCode Available | 1 |
| HyperBO+: Pre-training a universal prior for Bayesian optimization with hierarchical Gaussian processes | Dec 20, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Near-optimal Policy Identification in Active Reinforcement Learning | Dec 19, 2022 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems | Dec 16, 2022 | Bayesian Optimization | —Unverified | 0 |
| Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation | Dec 15, 2022 | Bayesian Optimization | —Unverified | 0 |
| What is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance? | Dec 11, 2022 | Autonomous VehiclesBayesian Optimization | —Unverified | 0 |
| Optimizing Integrated Information with a Prior Guided Random Search Algorithm | Dec 8, 2022 | Bayesian Optimization | —Unverified | 0 |
| Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach | Dec 7, 2022 | Bayesian OptimizationFault Detection | —Unverified | 0 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS | Dec 3, 2022 | Bayesian OptimizationDeep Learning | CodeCode Available | 1 |
| 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 |
| Model-based Causal Bayesian Optimization | Nov 18, 2022 | Bayesian Optimizationmodel | CodeCode Available | 1 |
| 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 |
| Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization | Nov 11, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints | Nov 4, 2022 | Bayesian Optimization | —Unverified | 0 |
| Multi-Fidelity Cost-Aware Bayesian Optimization | Nov 4, 2022 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars | Nov 3, 2022 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction Mappings | Nov 2, 2022 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 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 |
| Online Control of Adaptive Large Neighborhood Search using Deep Reinforcement Learning | Nov 1, 2022 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
