| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation | May 25, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| ECINN: Efficient Counterfactuals from Invertible Neural Networks | Mar 25, 2021 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data | Jan 13, 2023 | counterfactualparameter estimation | CodeCode Available | 0 | 5 |
| Δ- OPE: Off-Policy Estimation with Pairs of Policies | May 16, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fairness Through Counterfactual Utilities | Aug 11, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI | Jul 18, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Achieving Counterfactual Fairness for Anomaly Detection | Mar 4, 2023 | Anomaly Detectioncounterfactual | CodeCode Available | 0 | 5 |
| DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World Data | Mar 7, 2023 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Faithfulness Tests for Natural Language Explanations | May 29, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | CodeCode Available | 0 | 5 |
| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Endogenous Macrodynamics in Algorithmic Recourse | Aug 16, 2023 | counterfactualvalid | CodeCode Available | 0 | 5 |
| Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation | Feb 13, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that? | May 12, 2022 | counterfactualMisinformation | CodeCode Available | 0 | 5 |
| Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to Rank | Mar 31, 2022 | counterfactualGeneral Reinforcement Learning | CodeCode Available | 0 | 5 |
| Finding Friend and Foe in Multi-Agent Games | Jun 5, 2019 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Counterfactual Language Model Adaptation for Suggesting Phrases | Oct 4, 2017 | counterfactualLanguage Modeling | CodeCode Available | 0 | 5 |
| An exact counterfactual-example-based approach to tree-ensemble models interpretability | May 31, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Flexible and Robust Counterfactual Explanations with Minimal Satisfiable Perturbations | Sep 9, 2023 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Double Robust Representation Learning for Counterfactual Prediction | Oct 15, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects | Dec 9, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Learning from Human Proofreading Feedback for Semantic Parsing | Nov 29, 2018 | counterfactualQuestion Answering | CodeCode Available | 0 | 5 |
| Mend The Learning Approach, Not the Data: Insights for Ranking E-Commerce Products | Jul 24, 2019 | counterfactualLearning-To-Rank | CodeCode Available | 0 | 5 |
| Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks | Jan 21, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
