| On Local Optimizers of Acquisition Functions in Bayesian Optimization | Jan 24, 2019 | Bayesian Optimizationvalid | —Unverified | 0 |
| Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques | Jan 16, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| No-Regret Bayesian Optimization with Unknown Hyperparameters | Jan 10, 2019 | Bayesian Optimization | —Unverified | 0 |
| Multi-level CNN for lung nodule classification with Gaussian Process assisted hyperparameter optimization | Jan 2, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Fast Exact Computation of Expected HyperVolume Improvement | Dec 18, 2018 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Bayesian Optimization in AlphaGo | Dec 17, 2018 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
| Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Control Study | Dec 15, 2018 | Bayesian Optimization | —Unverified | 0 |
| Code Failure Prediction and Pattern Extraction using LSTM Networks | Dec 13, 2018 | Bayesian OptimizationSentence | —Unverified | 0 |
| Doubly Bayesian Optimization | Dec 11, 2018 | Bayesian OptimizationProbabilistic Programming | —Unverified | 0 |
| Progressive Sampling-Based Bayesian Optimization for Efficient and Automatic Machine Learning Model Selection | Dec 6, 2018 | Automatic Machine Learning Model SelectionBayesian Optimization | —Unverified | 0 |
