| Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning | Jun 12, 2020 | Bayesian Optimizationclass-incremental learning | —Unverified | 0 |
| An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design | Jun 12, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Uncertainty quantification using martingales for misspecified Gaussian processes | Jun 12, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Adaptation Strategies for Automated Machine Learning on Evolving Data | Jun 9, 2020 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Fair Bayesian Optimization | Jun 9, 2020 | Bayesian OptimizationFairness | —Unverified | 0 |
| Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization | Jun 9, 2020 | Bayesian OptimizationSecond-order methods | CodeCode Available | 2 |
| Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions | Jun 8, 2020 | Bayesian Optimization | —Unverified | 0 |
| Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization | Jun 8, 2020 | Bayesian OptimizationThompson Sampling | —Unverified | 0 |
| Sparse representation for damage identification of structural systems | Jun 6, 2020 | Bayesian OptimizationUncertainty Quantification | —Unverified | 0 |
| Bayesian optimization for modular black-box systems with switching costs | Jun 4, 2020 | Bayesian OptimizationImage Segmentation | —Unverified | 0 |
