| Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning | Sep 27, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Multi-objective Neural Architecture Search via Predictive Network Performance Optimization | Sep 25, 2019 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| BANANAS: Bayesian Optimization with Neural Networks for Neural Architecture Search | Sep 25, 2019 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| Neural Architecture Search by Learning Action Space for Monte Carlo Tree Search | Sep 25, 2019 | Bayesian OptimizationNeural Architecture Search | —Unverified | 0 |
| A Copula approach for hyperparameter transfer learning | Sep 25, 2019 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Bayesian Optimization for Iterative Learning | Sep 20, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning | Sep 18, 2019 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Efficient Transfer Bayesian Optimization with Auxiliary Information | Sep 17, 2019 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization under Heavy-tailed Payoffs | Sep 16, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Closed-loop Model Selection for Kernel-based Models using Bayesian Optimization | Sep 12, 2019 | Bayesian OptimizationModel Selection | —Unverified | 0 |
| BOSH: An Efficient Meta Algorithm for Decision-based Attacks | Sep 10, 2019 | Adversarial AttackBayesian Optimization | —Unverified | 0 |
| Distributed creation of Machine learning agents for Blockchain analysis | Sep 6, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Configuration Oracle for Online Portfolio Selection Methods | Aug 22, 2019 | Bayesian Optimization | —Unverified | 0 |
| A tree-based radial basis function method for noisy parallel surrogate optimization | Aug 21, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning | Aug 21, 2019 | Bayesian OptimizationSegmentation | —Unverified | 0 |
| Interactive Trajectory Adaptation through Force-guided Bayesian Optimization | Aug 20, 2019 | Bayesian Optimization | —Unverified | 0 |
| Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters | Aug 19, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection | Aug 18, 2019 | Bayesian Optimizationfeature selection | —Unverified | 0 |
| BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters | Aug 16, 2019 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Optimizing quantum heuristics with meta-learning | Aug 8, 2019 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations | Aug 5, 2019 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| No-PASt-BO: Normalized Portfolio Allocation Strategy for Bayesian Optimization | Aug 1, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning | Jul 31, 2019 | Bayesian OptimizationDeep Learning | CodeCode Available | 0 |
| pySOT and POAP: An event-driven asynchronous framework for surrogate optimization | Jul 30, 2019 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| On the Design of Black-box Adversarial Examples by Leveraging Gradient-free Optimization and Operator Splitting Method | Jul 26, 2019 | Adversarial AttackBayesian Optimization | CodeCode Available | 0 |
