| 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 |
