| Measuring axiomatic soundness of counterfactual image models | Mar 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| An Algorithm and Complexity Results for Causal Unit Selection | Feb 28, 2023 | counterfactual | —Unverified | 0 |
| Time-uniform confidence bands for the CDF under nonstationarity | Feb 28, 2023 | counterfactualDecision Making | CodeCode Available | 1 |
| GAM Coach: Towards Interactive and User-centered Algorithmic Recourse | Feb 27, 2023 | Additive modelscounterfactual | CodeCode Available | 1 |
| Knowledge Graph Completion with Counterfactual Augmentation | Feb 25, 2023 | counterfactualKnowledge Graph Completion | —Unverified | 0 |
| GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations | Feb 24, 2023 | counterfactualDecision Making | CodeCode Available | 1 |
| Teaching CLIP to Count to Ten | Feb 23, 2023 | counterfactualImage Generation | CodeCode Available | 1 |
| Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference | Feb 23, 2023 | Attributecounterfactual | CodeCode Available | 0 |
| Sequential Counterfactual Risk Minimization | Feb 23, 2023 | counterfactual | CodeCode Available | 0 |
| Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference | Feb 22, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Prediction Under Outcome Measurement Error | Feb 22, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| An Empirical Analysis of Optimal Nonlinear Pricing in Business-to-Business Markets | Feb 22, 2023 | counterfactual | —Unverified | 0 |
| Causal Explanations for Sequential Decision-Making in Multi-Agent Systems | Feb 21, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Prompting Large Language Models With the Socratic Method | Feb 17, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Post Reinforcement Learning Inference | Feb 17, 2023 | counterfactualOff-policy evaluation | CodeCode Available | 0 |
| Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning | Feb 16, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking | Feb 16, 2023 | Benchmarkingcounterfactual | —Unverified | 0 |
| Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation | Feb 15, 2023 | counterfactual | CodeCode Available | 1 |
| DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation | Feb 13, 2023 | counterfactualMulti-Task Learning | —Unverified | 0 |
| Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns | Feb 11, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Two-step counterfactual generation for OOD examples | Feb 10, 2023 | counterfactualOut of Distribution (OOD) Detection | —Unverified | 0 |
| Debiasing Recommendation by Learning Identifiable Latent Confounders | Feb 10, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| CREDENCE: Counterfactual Explanations for Document Ranking | Feb 10, 2023 | counterfactualDocument Ranking | —Unverified | 0 |
| Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication | Feb 7, 2023 | counterfactualDiversity | —Unverified | 0 |
