| Declarative Approaches to Counterfactual Explanations for Classification | Nov 15, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Shortcomings of Counterfactual Fairness and a Proposed Modification | Nov 14, 2020 | counterfactualFairness | —Unverified | 0 |
| Improving Offline Contextual Bandits with Distributional Robustness | Nov 13, 2020 | counterfactualMulti-Armed Bandits | —Unverified | 0 |
| COVID-Town: An Integrated Economic-Epidemiological Agent-Based Model | Nov 12, 2020 | counterfactual | —Unverified | 0 |
| Learning Models for Actionable Recourse | Nov 12, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| An experiment on the mechanisms of racial bias in ML-based credit scoring in Brazil | Nov 11, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Offline Learning of Counterfactual Predictions for Real-World Robotic Reinforcement Learning | Nov 11, 2020 | counterfactualreinforcement-learning | —Unverified | 0 |
| GANMEX: One-vs-One Attributions Guided by GAN-based Counterfactual Explanation Baselines | Nov 11, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners | Nov 9, 2020 | counterfactualregression | —Unverified | 0 |
| Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction | Nov 8, 2020 | Allcounterfactual | —Unverified | 0 |
| Interventional Domain Adaptation | Nov 7, 2020 | counterfactualDomain Adaptation | —Unverified | 0 |
| Causal Expectation-Maximisation | Nov 4, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| De-Biased Court's View Generation with Causality | Nov 1, 2020 | counterfactualText Generation | —Unverified | 0 |
| Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation | Nov 1, 2020 | counterfactualDisentanglement | —Unverified | 0 |
| Label-Efficient Training for Next Response Selection | Nov 1, 2020 | counterfactual | —Unverified | 0 |
| Less is More: Attention Supervision with Counterfactuals for Text Classification | Nov 1, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test | Nov 1, 2020 | Anomaly DetectionAstronomy | —Unverified | 0 |
| Exploring Logically Dependent Multi-task Learning with Causal Inference | Nov 1, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Off-Policy Training for Neural Dialogue Generation | Nov 1, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System | Oct 29, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data | Oct 28, 2020 | counterfactualManagement | —Unverified | 0 |
| Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals | Oct 24, 2020 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Representation Learning with Balancing Weights | Oct 23, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification | Oct 23, 2020 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Using Deep Image Priors to Generate Counterfactual Explanations | Oct 22, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |