| Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions | Dec 1, 2020 | DiversityExperimental Design | —Unverified | 0 |
| Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEs | Nov 30, 2020 | Experimental DesignUncertainty Quantification | —Unverified | 0 |
| Safe model-based design of experiments using Gaussian processes | Nov 19, 2020 | Experimental DesignGaussian Processes | —Unverified | 0 |
| Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning | Nov 16, 2020 | Cell SegmentationDeep Learning | CodeCode Available | 0 |
| Policy design in experiments with unknown interference | Nov 16, 2020 | Experimental DesignTwo-sample testing | —Unverified | 0 |
| Identifying Causal Effects in Experiments with Spillovers and Non-compliance | Nov 13, 2020 | Experimental Design | —Unverified | 0 |
| Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations | Nov 10, 2020 | Experimental DesignImage Reconstruction | CodeCode Available | 0 |
| Influence of Event Duration on Automatic Wheeze Classification | Nov 4, 2020 | ClassificationExperimental Design | —Unverified | 0 |
| Experimental Design for Regret Minimization in Linear Bandits | Nov 1, 2020 | Experimental Design | —Unverified | 0 |
| Grammaticality and Language Modelling | Nov 1, 2020 | CoLAExperimental Design | —Unverified | 0 |
| A Local Search Framework for Experimental Design | Oct 29, 2020 | Experimental DesignFairness | —Unverified | 0 |
| An Evaluation Protocol for Generative Conversational Systems | Oct 24, 2020 | Experimental Design | —Unverified | 0 |
| Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning | Oct 8, 2020 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| A primer on model-guided exploration of fitness landscapes for biological sequence design | Oct 4, 2020 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning | Sep 27, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Stochastic Revealed Preferences with Measurement Error | Sep 18, 2020 | Experimental Design | —Unverified | 0 |
| Comparison Lift: Bandit-based Experimentation System for Online Advertising | Sep 16, 2020 | Experimental Design | —Unverified | 0 |
| Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications | Sep 10, 2020 | Compressive SensingExperimental Design | —Unverified | 0 |
| An adaptive random experiment design method for engineering experiment | Aug 27, 2020 | Experimental DesignQuantization | —Unverified | 0 |
| Integrated Cutting and Packing Heterogeneous Precast Beams Multiperiod Production Planning Problem | Aug 25, 2020 | Experimental Design | —Unverified | 0 |
| A New Perspective on Pool-Based Active Classification and False-Discovery Control | Aug 14, 2020 | Active LearningBinary Classification | —Unverified | 0 |
| Online Graph Completion: Multivariate Signal Recovery in Computer Vision | Aug 12, 2020 | Active LearningCollaborative Filtering | —Unverified | 0 |
| Optimal Bayesian experimental design for subsurface flow problems | Aug 10, 2020 | Experimental Design | —Unverified | 0 |
| Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction | Jul 23, 2020 | Decision MakingExperimental Design | —Unverified | 0 |
| Experimental Design for Bathymetry Editing | Jul 15, 2020 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |