| Analyzing Data Selection Techniques with Tools from the Theory of Information Losses | Feb 25, 2019 | Active LearningExperimental Design | —Unverified | 0 |
| Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator | Feb 4, 2019 | Decision MakingExperimental Design | —Unverified | 0 |
| Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression | Feb 4, 2019 | Experimental Designregression | —Unverified | 0 |
| Accelerated Experimental Design for Pairwise Comparisons | Jan 18, 2019 | 2kExperimental Design | CodeCode Available | 0 |
| A Bandit Approach to Sequential Experimental Design with False Discovery Control | Dec 1, 2018 | Drug DiscoveryExperimental Design | —Unverified | 0 |
| Accurate, Data-Efficient Learning from Noisy, Choice-Based Labels for Inherent Risk Scoring | Nov 27, 2018 | Experimental Design | —Unverified | 0 |
| Experimental Design for Cost-Aware Learning of Causal Graphs | Oct 28, 2018 | Experimental Design | —Unverified | 0 |
| Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty | Oct 25, 2018 | Experimental Design | —Unverified | 0 |
| Efficient Bayesian Experimental Design for Implicit Models | Oct 23, 2018 | Bayesian OptimisationExperimental Design | CodeCode Available | 0 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
