| Replacing the Ex-Def Baseline in AutoML by Naive AutoML | May 20, 2021 | AutoMLBayesian Optimization | —Unverified | 0 |
| Towards Explaining Hyperparameter Optimization via Partial Dependence Plots | May 20, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters | May 12, 2021 | Bayesian Optimization | —Unverified | 0 |
| Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop | May 6, 2021 | Bayesian Optimization | —Unverified | 0 |
| Continuous black-box optimization with quantum annealing and random subspace coding | Apr 30, 2021 | Bayesian Optimization | —Unverified | 0 |
| Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version) | Apr 27, 2021 | Bayesian Optimization | —Unverified | 0 |
| One-parameter family of acquisition functions for efficient global optimization | Apr 26, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Efficient Hyperparameter Optimization for Physics-based Character Animation | Apr 26, 2021 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization | Apr 21, 2021 | Active LearningBayesian Optimization | —Unverified | 0 |
| Automatic Termination for Hyperparameter Optimization | Apr 16, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble Learning | Apr 16, 2021 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 0 |
| Inverse Bayesian Optimization: Learning Human Acquisition Functions in an Exploration vs Exploitation Search Task | Apr 16, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Fast Design Space Exploration of Nonlinear Systems: Part I | Apr 5, 2021 | Active LearningBayesian Optimization | —Unverified | 0 |
| Neural Process for Black-Box Model Optimization Under Bayesian Framework | Apr 3, 2021 | Bayesian OptimizationModel Optimization | —Unverified | 0 |
| Generalized State-Feedback Controller Synthesis for Underactuated Systems through Bayesian Optimization | Mar 31, 2021 | Bayesian Optimization | —Unverified | 0 |
| High-Dimensional Bayesian Optimization with Multi-Task Learning for RocksDB | Mar 30, 2021 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| Revisiting Bayesian Optimization in the light of the COCO benchmark | Mar 30, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Performance-based Trajectory Optimization for Path Following Control Using Bayesian Optimization | Mar 29, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Transmitter Discovery through Radio-Visual Probabilistic Active Sensing | Mar 27, 2021 | Bayesian OptimizationSensor Fusion | —Unverified | 0 |
| Plasma Spray Process Parameters Configuration using Sample-efficient Batch Bayesian Optimization | Mar 25, 2021 | Bayesian Optimization | —Unverified | 0 |
| On Preference Learning Based on Sequential Bayesian Optimization with Pairwise Comparison | Mar 24, 2021 | Bayesian Optimization | —Unverified | 0 |
| Naive Automated Machine Learning -- A Late Baseline for AutoML | Mar 18, 2021 | AutoMLBayesian Optimization | —Unverified | 0 |
| Efficient Bayesian Optimization using Multiscale Graph Correlation | Mar 17, 2021 | Bayesian Optimization | —Unverified | 0 |
| An Automated Machine Learning (AutoML) Method for Driving Distraction Detection Based on Lane-Keeping Performance | Mar 10, 2021 | AutoMLBayesian Optimization | —Unverified | 0 |
| A sampling criterion for constrained Bayesian optimization with uncertainties | Mar 9, 2021 | Bayesian Optimization | CodeCode Available | 0 |