| 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 |
| Techniques for Automated Machine Learning | Jul 21, 2019 | Automated Feature EngineeringAutoML | —Unverified | 0 |
| High Dimensional Bayesian Optimization via Supervised Dimension Reduction | Jul 21, 2019 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 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 |
| Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles | Jun 18, 2019 | Bayesian OptimizationDiversity | —Unverified | 0 |
| Learning Interpretable Models Using Uncertainty Oracles | Jun 17, 2019 | Bayesian OptimizationSentence Embedding | —Unverified | 0 |
| Bayesian Optimization with Binary Auxiliary Information | Jun 17, 2019 | Bayesian OptimizationReinforcement Learning | —Unverified | 0 |
| Global optimization via inverse distance weighting and radial basis functions | Jun 15, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design | Jun 11, 2019 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Sampling Humans for Optimizing Preferences in Coloring Artwork | Jun 10, 2019 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization of Composite Functions | Jun 4, 2019 | Bayesian Optimization | CodeCode Available | 0 |
| Multi-objective Bayesian Optimization using Pareto-frontier Entropy | Jun 1, 2019 | Bayesian Optimization | —Unverified | 0 |
| Automated Machine Learning with Monte-Carlo Tree Search | Jun 1, 2019 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow Tailoring | May 31, 2019 | Bayesian Optimization | —Unverified | 0 |
