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| 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 |
