| A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes | Nov 2, 2018 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Scaling Gaussian Process Regression with Derivatives | Oct 29, 2018 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Nonlocal flocking dynamics: Learning the fractional order of PDEs from particle simulations | Oct 27, 2018 | Bayesian Optimization | —Unverified | 0 |
| Machine Learning Accelerated Likelihood-Free Event Reconstruction in Dark Matter Direct Detection | Oct 23, 2018 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation | Oct 20, 2018 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation | Oct 10, 2018 | Bayesian Optimization | —Unverified | 0 |
| Combining Bayesian Optimization and Lipschitz Optimization | Oct 10, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional Networks | Sep 30, 2018 | Bayesian Optimization | CodeCode Available | 0 |
| Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning | Sep 26, 2018 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
| Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction | Sep 18, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
