| Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration | Dec 26, 2023 | counterfactualvalid | —Unverified | 0 |
| Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report) | Dec 22, 2023 | counterfactual | CodeCode Available | 0 |
| Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples | Dec 21, 2023 | Adversarial Attackcounterfactual | CodeCode Available | 0 |
| Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA | Dec 21, 2023 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion | Dec 21, 2023 | counterfactualDiversity | —Unverified | 0 |
| Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation | Dec 21, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| ALMANACS: A Simulatability Benchmark for Language Model Explainability | Dec 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Robust Machine Learning by Transforming and Augmenting Imperfect Training Data | Dec 19, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Robust Stochastic Graph Generator for Counterfactual Explanations | Dec 18, 2023 | Autonomous Vehiclescounterfactual | —Unverified | 0 |
| Explaining Reinforcement Learning Agents Through Counterfactual Action Outcomes | Dec 18, 2023 | counterfactualDecision Making | CodeCode Available | 0 |