| 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 |
| Improving Attacks on Round-Reduced Speck32/64 Using Deep Learning | Aug 1, 2019 | Bayesian OptimizationCryptanalysis | CodeCode Available | 1 |
| 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 |
| Classified Regression for Bayesian Optimization: Robot Learning with Unknown Penalties | Jul 24, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Adaptive Compression-based Lifelong Learning | Jul 23, 2019 | Bayesian OptimizationLifelong learning | —Unverified | 0 |
| Accelerating Experimental Design by Incorporating Experimenter Hunches | Jul 22, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| High Dimensional Bayesian Optimization via Supervised Dimension Reduction | Jul 21, 2019 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Techniques for Automated Machine Learning | Jul 21, 2019 | Automated Feature EngineeringAutoML | —Unverified | 0 |
| Bayesian Optimization in Variational Latent Spaces with Dynamic Compression | Jul 10, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Informative Path Planning with Local Penalization for Decentralized and Asynchronous Swarm Robotic Search | Jul 9, 2019 | Bayesian OptimizationTask Planning | —Unverified | 0 |
| Data-Centric Mixed-Variable Bayesian Optimization For Materials Design | Jul 4, 2019 | Bayesian OptimizationNavigate | —Unverified | 0 |
| Mixed-Variable Bayesian Optimization | Jul 2, 2019 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization | Jul 1, 2019 | Bayesian Optimizationmodel | CodeCode Available | 0 |
| Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning | Jun 28, 2019 | Bayesian Optimization | —Unverified | 0 |
| Hyp-RL : Hyperparameter Optimization by Reinforcement Learning | Jun 27, 2019 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Modulating Surrogates for Bayesian Optimization | Jun 26, 2019 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Bayesian Optimization with Directionally Constrained Search | Jun 22, 2019 | Bayesian Optimization | —Unverified | 0 |
| Sparse Spectrum Gaussian Process for Bayesian Optimization | Jun 21, 2019 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
