| Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints | Mar 27, 2025 | Active LearningBayesian Optimization | —Unverified | 0 |
| Fast Design Space Exploration of Nonlinear Systems: Part I | Apr 5, 2021 | Active LearningBayesian Optimization | —Unverified | 0 |
| Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design | Apr 17, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Fast Exact Computation of Expected HyperVolume Improvement | Dec 18, 2018 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates | Nov 6, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives | Feb 6, 2019 | Bayesian OptimizationLearning Theory | —Unverified | 0 |
| FRAMED: An AutoML Approach for Structural Performance Prediction of Bicycle Frames | Jan 25, 2022 | AutoMLBayesian Optimization | —Unverified | 0 |
| Fast Model Identification via Physics Engines for Data-Efficient Policy Search | Oct 24, 2017 | Bayesian OptimizationFriction | —Unverified | 0 |
| Conditional Neural Processes for Molecules | Oct 17, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design | Nov 3, 2024 | Bayesian Optimization | —Unverified | 0 |
