| Safe Exploration for Interactive Machine Learning | Oct 30, 2019 | Active LearningBayesian Optimization | —Unverified | 0 |
| Bayesian Optimization with Unknown Search Space | Oct 29, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization | Oct 29, 2019 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching | Oct 27, 2019 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Leveraging Legacy Data to Accelerate Materials Design via Preference Learning | Oct 25, 2019 | Bayesian OptimizationData Integration | CodeCode Available | 0 |
| Intensity-Based Feature Selection for Near Real-Time Damage Diagnosis of Building Structures | Oct 23, 2019 | Bayesian Optimizationfeature selection | —Unverified | 0 |
| Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide | Oct 22, 2019 | Active LearningBayesian Optimization | CodeCode Available | 0 |
| Integrals over Gaussians under Linear Domain Constraints | Oct 21, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Bayesian Optimization Allowing for Common Random Numbers | Oct 21, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Dynamic Subgoal-based Exploration via Bayesian Optimization | Oct 21, 2019 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 0 |
| Approximate Sampling using an Accelerated Metropolis-Hastings based on Bayesian Optimization and Gaussian Processes | Oct 21, 2019 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Parameter estimation for biochemical reaction networks using Wasserstein distances | Oct 21, 2019 | Bayesian Optimizationparameter estimation | CodeCode Available | 0 |
| Policy Learning for Malaria Control | Oct 20, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Constrained Bayesian Optimization with Max-Value Entropy Search | Oct 15, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Bayesian Optimization using Pseudo-Points | Oct 12, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Bayesian Optimization Meets Riemannian Manifolds in Robot Learning | Oct 11, 2019 | Bayesian OptimizationReinforcement Learning | —Unverified | 0 |
| Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks | Oct 9, 2019 | Active LearningBayesian Optimisation | —Unverified | 0 |
| Scalable Global Optimization via Local Bayesian Optimization | Oct 3, 2019 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables | Oct 3, 2019 | Bayesian Optimization | —Unverified | 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 |
| Black-box Adversarial Attacks with Bayesian Optimization | Sep 30, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| A Quantile-based Approach for Hyperparameter Transfer Learning | Sep 30, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Active preference learning based on radial basis functions | Sep 28, 2019 | Bayesian Optimization | —Unverified | 0 |
