| Active Learning of Continuous-time Bayesian Networks through Interventions | May 31, 2021 | Active LearningExperimental Design | —Unverified | 0 |
| Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning | May 28, 2021 | Experimental DesignInformativeness | CodeCode Available | 0 |
| Improved Algorithms for Agnostic Pool-based Active Classification | May 13, 2021 | Active LearningBinary Classification | —Unverified | 0 |
| High-Dimensional Experimental Design and Kernel Bandits | May 12, 2021 | Experimental DesignVocal Bursts Intensity Prediction | —Unverified | 0 |
| Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower Bounds | May 10, 2021 | EpidemiologyExperimental Design | CodeCode Available | 0 |
| A Birds-eye (Re)View of Acid-suppression Drugs, COVID-19, and the Highly Variable Literature | Apr 24, 2021 | Experimental Design | —Unverified | 0 |
| Learning Regularization Parameters of Inverse Problems via Deep Neural Networks | Apr 14, 2021 | Bilevel OptimizationExperimental Design | —Unverified | 0 |
| Identification of mental fatigue in language comprehension tasks based on EEG and deep learning | Apr 14, 2021 | ClassificationEEG | —Unverified | 0 |
| Approximate Bayesian inference from noisy likelihoods with Gaussian process emulated MCMC | Apr 8, 2021 | Bayesian InferenceBayesian Optimisation | —Unverified | 0 |
| Branching out into Structural Identifiability Analysis with Maple: Interactive Exploration of Uncontrolled Linear Time-Invariant Structures | Mar 21, 2021 | Decision MakingExperimental Design | —Unverified | 0 |
