| Local Latent Space Bayesian Optimization over Structured Inputs | Jan 28, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Bayesian Optimization of Function Networks | Dec 31, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Leveraging Trust for Joint Multi-Objective and Multi-Fidelity Optimization | Dec 27, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Bayesian Optimization over Permutation Spaces | Dec 2, 2021 | Bayesian OptimizationHeuristic Search | CodeCode Available | 1 |
| Naive Automated Machine Learning | Nov 29, 2021 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Bayesian Optimization for auto-tuning GPU kernels | Nov 26, 2021 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| A stacked DCNN to predict the RUL of a turbofan engine | Nov 24, 2021 | Bayesian OptimizationModel Selection | CodeCode Available | 1 |
| A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine | Nov 24, 2021 | Bayesian OptimizationModel Selection | CodeCode Available | 1 |
| IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics | Nov 7, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Risk-averse Heteroscedastic Bayesian Optimization | Nov 5, 2021 | Bayesian Optimization | CodeCode Available | 1 |
| LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso | Nov 4, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels | Nov 2, 2021 | Bayesian OptimizationMotion Planning | CodeCode Available | 1 |
| Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces | Nov 1, 2021 | Bayesian OptimizationDrug Design | CodeCode Available | 1 |
| Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup | Oct 31, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization | Oct 13, 2021 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 1 |
| Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data | Oct 3, 2021 | AllBayesian Optimization | CodeCode Available | 1 |
| Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing | Oct 1, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Pre-trained Gaussian Processes for Bayesian Optimization | Sep 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification | Sep 1, 2021 | Bayesian OptimizationClassification | CodeCode Available | 1 |
| Unsupervised Reservoir Computing for Solving Ordinary Differential Equations | Aug 25, 2021 | Bayesian Optimization | CodeCode Available | 1 |
| Time Dependence in Kalman Filter Tuning | Aug 21, 2021 | Bayesian OptimizationPrediction Intervals | CodeCode Available | 1 |
| An automated machine learning framework to optimize radiomics model construction validated on twelve clinical applications | Aug 19, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| Bayesian Optimization with High-Dimensional Outputs | Jun 24, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
