| Global Optimization of Gaussian processes | May 21, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Informative Path Planning for Extreme Anomaly Detection in Environment Exploration and Monitoring | May 20, 2020 | Anomaly DetectionBayesian Optimization | CodeCode Available | 1 |
| Cascade Control: Data-Driven Tuning Approach Based on Bayesian Optimization | May 16, 2020 | Bayesian Optimization | —Unverified | 0 |
| A Robust Experimental Evaluation of Automated Multi-Label Classification Methods | May 16, 2020 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| High-dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model | May 15, 2020 | AnatomyBayesian Optimization | —Unverified | 0 |
| Finding Game Levels with the Right Difficulty in a Few Trials through Intelligent Trial-and-Error | May 15, 2020 | AI AgentBayesian Optimization | CodeCode Available | 0 |
| Excursion Search for Constrained Bayesian Optimization under a Limited Budget of Failures | May 15, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization | May 12, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Using Bayesian Optimization to Accelerate Virtual Screening for the Discovery of Therapeutics Appropriate for Repurposing for COVID-19 | May 11, 2020 | Bayesian Optimization | —Unverified | 0 |
| Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design | May 11, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Sequential Gallery for Interactive Visual Design Optimization | May 8, 2020 | Bayesian Optimization | —Unverified | 0 |
| Time Efficiency in Optimization with a Bayesian-Evolutionary Algorithm | May 4, 2020 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning | Apr 30, 2020 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning | Apr 25, 2020 | Bayesian OptimizationTransfer Learning | CodeCode Available | 1 |
| Learning to Guide Random Search | Apr 25, 2020 | Bayesian Optimizationcontinuous-control | CodeCode Available | 1 |
| Bayesian Optimization with Output-Weighted Optimal Sampling | Apr 22, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| Combinatorial 3D Shape Generation via Sequential Assembly | Apr 16, 2020 | 3D Shape GenerationBayesian Optimization | CodeCode Available | 1 |
| Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots | Apr 15, 2020 | Bayesian OptimizationPoint Processes | CodeCode Available | 1 |
| A Modified Bayesian Optimization based Hyper-Parameter Tuning Approach for Extreme Gradient Boosting | Apr 10, 2020 | Bayesian Optimization | —Unverified | 0 |
| Parallel Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints | Apr 1, 2020 | Bayesian Optimization | CodeCode Available | 0 |
| Neural network based country wise risk prediction of COVID-19 | Mar 31, 2020 | Bayesian Optimization | —Unverified | 0 |
| Adaptation of Engineering Wake Models using Gaussian Process Regression and High-Fidelity Simulation Data | Mar 30, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search | Mar 28, 2020 | Bayesian OptimizationEvolutionary Algorithms | CodeCode Available | 1 |
| Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning | Mar 27, 2020 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality | Mar 27, 2020 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
