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| Predicting the utility of search spaces for black-box optimization:a simple, budget-aware approach | Dec 15, 2021 | Bayesian Optimization | —Unverified | 0 |
| Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning | Dec 15, 2021 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Triangulation candidates for Bayesian optimization | Dec 14, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Efficient Device Scheduling with Multi-Job Federated Learning | Dec 11, 2021 | Bayesian OptimizationFairness | —Unverified | 0 |
| Multi-objective simulation optimization of the adhesive bonding process of materials | Dec 9, 2021 | Bayesian Optimizationregression | —Unverified | 0 |
| Hyper-parameter optimization based on soft actor critic and hierarchical mixture regularization | Dec 8, 2021 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Online Calibrated and Conformal Prediction Improves Bayesian Optimization | Dec 8, 2021 | Bayesian OptimizationConformal Prediction | —Unverified | 0 |
| Multi-Task Learning on Networks | Dec 7, 2021 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Two-step Lookahead Bayesian Optimization with Inequality Constraints | Dec 6, 2021 | Bayesian OptimizationVocal Bursts Valence Prediction | —Unverified | 0 |
| Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization | Dec 3, 2021 | Bayesian OptimizationTime Series Analysis | —Unverified | 0 |
| Towards Futuristic Autonomous Experimentation--A Surprise-Reacting Sequential Experiment Policy | Dec 1, 2021 | Bayesian Optimization | —Unverified | 0 |
| Constrained Two-step Look-Ahead Bayesian Optimization | Dec 1, 2021 | Bayesian OptimizationVocal Bursts Valence Prediction | —Unverified | 0 |
| Optimizing Conditional Value-At-Risk of Black-Box Functions | Dec 1, 2021 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 |
| Counterexample Guided RL Policy Refinement Using Bayesian Optimization | Dec 1, 2021 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 0 |
| Playing Ping Pong with Light: Directional Emission of White Light | Nov 30, 2021 | Bayesian Optimization | —Unverified | 0 |
| Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers | Nov 29, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Optimizing High-Dimensional Physics Simulations via Composite Bayesian Optimization | Nov 29, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Towards Robust and Automatic Hyper-Parameter Tunning | Nov 28, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning | Nov 23, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Transfer Learning with Gaussian Processes for Bayesian Optimization | Nov 22, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Prediction of Probabilistic Transient Stability Using Support Vector Machine | Nov 22, 2021 | Bayesian Optimization | —Unverified | 0 |
| Quality and Computation Time in Optimization Problems | Nov 20, 2021 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics | Nov 19, 2021 | Bayesian OptimizationFairness | —Unverified | 0 |
| Accounting for Gaussian Process Imprecision in Bayesian Optimization | Nov 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |