| Lifelong Learning for Sentiment Classification | Jan 9, 2018 | Bayesian OptimizationClassification | —Unverified | 0 |
| Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning | Jan 5, 2018 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| PHOENICS: A universal deep Bayesian optimizer | Jan 4, 2018 | Bayesian OptimizationDensity Estimation | CodeCode Available | 0 |
| Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification | Jan 3, 2018 | Bayesian OptimizationClassification | —Unverified | 0 |
| Continuous-fidelity Bayesian Optimization with Knowledge Gradient | Jan 1, 2018 | Bayesian Optimization | —Unverified | 0 |
| Query-limited Black-box Attacks to Classifiers | Dec 23, 2017 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior | Dec 19, 2017 | Bayesian Optimization | —Unverified | 0 |
| Practical Bayesian optimization in the presence of outliers | Dec 12, 2017 | Bayesian Optimizationregression | —Unverified | 0 |
| Shape optimization in laminar flow with a label-guided variational autoencoder | Dec 10, 2017 | Bayesian Optimizationregression | —Unverified | 0 |
| Variational Inference over Non-differentiable Cardiac Simulators using Bayesian Optimization | Dec 9, 2017 | Bayesian OptimizationVariational Inference | —Unverified | 0 |
