| Detecting and Understanding Generalization Barriers for Neural Machine Translation | Apr 5, 2020 | counterfactualMachine Translation | —Unverified | 0 |
| Measuring Social Biases of Crowd Workers using Counterfactual Queries | Apr 4, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis | Apr 3, 2020 | counterfactualDiagnostic | —Unverified | 0 |
| Identification Methods With Arbitrary Interventional Distributions as Inputs | Apr 2, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Improving Confidence in the Estimation of Values and Norms | Apr 2, 2020 | counterfactual | —Unverified | 0 |
| Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach | Apr 1, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication | Apr 1, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples | Mar 25, 2020 | counterfactualDeep Learning | —Unverified | 0 |
| Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems | Mar 25, 2020 | counterfactual | —Unverified | 0 |
| Robust and On-the-fly Dataset Denoising for Image Classification | Mar 24, 2020 | Classificationcounterfactual | —Unverified | 0 |
| G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes | Mar 23, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactual Policy Evaluation for Decision-Making in Autonomous Driving | Mar 20, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| ParKCa: Causal Inference with Partially Known Causes | Mar 17, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Fair inference on error-prone outcomes | Mar 17, 2020 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Samples Synthesizing for Robust Visual Question Answering | Mar 14, 2020 | counterfactualQuestion Answering | CodeCode Available | 1 |
| Vector logic allows counterfactual virtualization by The Square Root of NOT | Mar 9, 2020 | counterfactual | —Unverified | 0 |
| ViCE: Visual Counterfactual Explanations for Machine Learning Models | Mar 5, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| What went wrong and when? Instance-wise Feature Importance for Time-series Models | Mar 5, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| Explaining Groups of Points in Low-Dimensional Representations | Mar 3, 2020 | compressed sensingcounterfactual | CodeCode Available | 0 |
| Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks | Feb 27, 2020 | counterfactual | CodeCode Available | 1 |
| Unbiased Scene Graph Generation from Biased Training | Feb 27, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Counterfactual fairness: removing direct effects through regularization | Feb 25, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| On The Reasons Behind Decisions | Feb 21, 2020 | counterfactual | —Unverified | 0 |
| Debiased Off-Policy Evaluation for Recommendation Systems | Feb 20, 2020 | counterfactualOff-policy evaluation | —Unverified | 0 |
| Stochastic Regret Minimization in Extensive-Form Games | Feb 19, 2020 | counterfactualForm | —Unverified | 0 |
