| Practical Batch Bayesian Optimization for Less Expensive Functions | Nov 5, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Batched Scalable Multi-Objective Bayesian Optimization Algorithm | Nov 4, 2018 | Bayesian Optimization | —Unverified | 0 |
| 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 |
| Combining Bayesian Optimization and Lipschitz Optimization | Oct 10, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation | Oct 10, 2018 | Bayesian 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 |
| Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms | Sep 12, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization | Sep 12, 2018 | Bayesian OptimizationDistributed Computing | —Unverified | 0 |
| Gait learning for soft microrobots controlled by light fields | Sep 10, 2018 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Molecular Hypergraph Grammar with its Application to Molecular Optimization | Sep 8, 2018 | Bayesian Optimizationvalid | —Unverified | 0 |
| Coverage-Based Designs Improve Sample Mining and Hyper-Parameter Optimization | Sep 5, 2018 | Bayesian OptimizationData Summarization | CodeCode Available | 0 |
| Constraint-Aware Deep Neural Network Compression | Sep 1, 2018 | Bayesian OptimizationNeural Network Compression | —Unverified | 0 |
| A DEEP ADVERSARIAL LEARNING METHODOLOGY FOR DESIGNING MICROSTRUCTURAL MATERIAL SYSTEMS | Aug 26, 2018 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| On a New Improvement-Based Acquisition Function for Bayesian Optimization | Aug 21, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Designing Adaptive Neural Networks for Energy-Constrained Image Classification | Aug 5, 2018 | Bayesian OptimizationClassification | —Unverified | 0 |
| Is One Hyperparameter Optimizer Enough? | Jul 29, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Weak in the NEES?: Auto-tuning Kalman Filters with Bayesian Optimization | Jul 23, 2018 | Bayesian OptimizationSimultaneous Localization and Mapping | —Unverified | 0 |
| Generic Camera Attribute Control using Bayesian Optimization | Jul 21, 2018 | AttributeBayesian Optimization | —Unverified | 0 |
| A Tutorial on Bayesian Optimization | Jul 8, 2018 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |