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| Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar | May 24, 2019 | AutoMLBayesian Optimization | —Unverified | 0 |
| DEEP-BO for Hyperparameter Optimization of Deep Networks | May 23, 2019 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Bayesian Optimization with Approximate Set Kernels | May 23, 2019 | Bayesian Optimization | —Unverified | 0 |
| The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development | May 22, 2019 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Practical Bayesian Optimization with Threshold-Guided Marginal Likelihood Maximization | May 18, 2019 | Bayesian OptimizationModel Selection | CodeCode Available | 0 |
| AutoDispNet: Improving Disparity Estimation With AutoML | May 17, 2019 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Deep Neural Architecture Search with Deep Graph Bayesian Optimization | May 14, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Bayesian Optimized Continual Learning with Attention Mechanism | May 10, 2019 | Bayesian OptimizationContinual Learning | —Unverified | 0 |
| Bayesian Optimization for Multi-objective Optimization and Multi-point Search | May 7, 2019 | Bayesian Optimization | —Unverified | 0 |