| Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables | Oct 3, 2019 | Bayesian Optimization | —Unverified | 0 |
| Scalable Global Optimization via Local Bayesian Optimization | Oct 3, 2019 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Attacking Vision-based Perception in End-to-End Autonomous Driving Models | Oct 2, 2019 | Autonomous DrivingBayesian Optimization | CodeCode Available | 0 |
| A Bayesian Optimization Framework for Neural Network Compression | Oct 1, 2019 | Bayesian OptimizationKnowledge Distillation | —Unverified | 0 |
| Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers | Oct 1, 2019 | Bayesian Optimization | —Unverified | 0 |
| A Quantile-based Approach for Hyperparameter Transfer Learning | Sep 30, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Black-box Adversarial Attacks with Bayesian Optimization | Sep 30, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Active preference learning based on radial basis functions | Sep 28, 2019 | Bayesian Optimization | —Unverified | 0 |
| Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning | Sep 27, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Neural Architecture Search by Learning Action Space for Monte Carlo Tree Search | Sep 25, 2019 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| BANANAS: Bayesian Optimization with Neural Networks for Neural Architecture Search | Sep 25, 2019 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| Multi-objective Neural Architecture Search via Predictive Network Performance Optimization | Sep 25, 2019 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| A Copula approach for hyperparameter transfer learning | Sep 25, 2019 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Bayesian Optimization for Iterative Learning | Sep 20, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning | Sep 18, 2019 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Efficient Transfer Bayesian Optimization with Auxiliary Information | Sep 17, 2019 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization under Heavy-tailed Payoffs | Sep 16, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Closed-loop Model Selection for Kernel-based Models using Bayesian Optimization | Sep 12, 2019 | Bayesian OptimizationModel Selection | —Unverified | 0 |
| BOSH: An Efficient Meta Algorithm for Decision-based Attacks | Sep 10, 2019 | Adversarial AttackBayesian Optimization | —Unverified | 0 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design | Sep 10, 2019 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Distributed creation of Machine learning agents for Blockchain analysis | Sep 6, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Configuration Oracle for Online Portfolio Selection Methods | Aug 22, 2019 | Bayesian Optimization | —Unverified | 0 |
| A tree-based radial basis function method for noisy parallel surrogate optimization | Aug 21, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning | Aug 21, 2019 | Bayesian OptimizationSegmentation | —Unverified | 0 |
| Interactive Trajectory Adaptation through Force-guided Bayesian Optimization | Aug 20, 2019 | Bayesian Optimization | —Unverified | 0 |
