| Just How Toxic is Data Poisoning? A Benchmark for Backdoor and Data Poisoning Attacks | Jan 1, 2021 | Data PoisoningExperimental Design | —Unverified | 0 |
| Near-Optimal Glimpse Sequences for Training Hard Attention Neural Networks | Jan 1, 2021 | Experimental DesignGeneral Classification | —Unverified | 0 |
| Predicting the impact of dataset composition on model performance | Jan 1, 2021 | Experimental DesignMachine Translation | —Unverified | 0 |
| The wealth of nations and the health of populations: A quasi-experimental design of the impact of sovereign debt crises on child mortality | Dec 29, 2020 | Causal InferenceExperimental Design | —Unverified | 0 |
| Refined bounds for randomized experimental design | Dec 22, 2020 | Experimental Design | —Unverified | 0 |
| Chernoff Sampling for Active Testing and Extension to Active Regression | Dec 15, 2020 | Active LearningExperimental Design | —Unverified | 0 |
| Are Men Less Generous to a Smarter Woman? Evidence from a Dictator Game Experiment | Dec 8, 2020 | AttributeExperimental Design | —Unverified | 0 |
| The Fake News Effect: Experimentally Identifying Motivated Reasoning Using Trust in News | Dec 3, 2020 | Experimental Design | —Unverified | 0 |
| Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions | Dec 1, 2020 | DiversityExperimental Design | —Unverified | 0 |
| Sampling from a k-DPP without looking at all items | Dec 1, 2020 | AllExperimental Design | —Unverified | 0 |
| Sequential Bayesian Experimental Design with Variable Cost Structure | Dec 1, 2020 | Experimental Design | —Unverified | 0 |
| Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEs | Nov 30, 2020 | Experimental DesignUncertainty Quantification | —Unverified | 0 |
| Correct block-design experiments mitigate temporal correlation bias in EEG classification | Nov 25, 2020 | ClassificationEEG | CodeCode Available | 1 |
| Safe model-based design of experiments using Gaussian processes | Nov 19, 2020 | Experimental DesignGaussian Processes | —Unverified | 0 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| 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 |
| Grammaticality and Language Modelling | Nov 1, 2020 | CoLAExperimental Design | —Unverified | 0 |
| Experimental Design for Regret Minimization in Linear Bandits | Nov 1, 2020 | Experimental Design | —Unverified | 0 |
| Experimental design for MRI by greedy policy search | Oct 30, 2020 | Experimental DesignPolicy Gradient Methods | CodeCode Available | 1 |
| 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 |