| Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods | Feb 4, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation | Feb 4, 2022 | counterfactual | —Unverified | 0 |
| Decoupling Local and Global Representations of Time Series | Feb 4, 2022 | counterfactualTime Series | CodeCode Available | 1 |
| Near-Optimal Learning of Extensive-Form Games with Imperfect Information | Feb 3, 2022 | counterfactualForm | —Unverified | 0 |
| Variance-Optimal Augmentation Logging for Counterfactual Evaluation in Contextual Bandits | Feb 3, 2022 | counterfactualMulti-Armed Bandits | —Unverified | 0 |
| Causal Inference Through the Structural Causal Marginal Problem | Feb 2, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Learning to reason about and to act on physical cascading events | Feb 2, 2022 | counterfactual | —Unverified | 0 |
| Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space | Feb 1, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Causal Explanations and XAI | Jan 31, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Explaining Reinforcement Learning Policies through Counterfactual Trajectories | Jan 29, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Counterfactual Plans under Distributional Ambiguity | Jan 29, 2022 | counterfactualUncertainty Quantification | CodeCode Available | 0 |
| Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN | Jan 24, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Causal effect of racial bias in data and machine learning algorithms on user persuasiveness & discriminatory decision making: An Empirical Study | Jan 22, 2022 | counterfactualDecision Making | —Unverified | 0 |
| On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations | Jan 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| A Causal Lens for Controllable Text Generation | Jan 22, 2022 | AttributeCausal Inference | —Unverified | 0 |
| DRTCI: Learning Disentangled Representations for Temporal Causal Inference | Jan 20, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Generalizing Off-Policy Evaluation From a Causal Perspective For Sequential Decision-Making | Jan 20, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Homophily in preferences or meetings? Identifying and estimating an iterative network formation model | Jan 18, 2022 | counterfactual | —Unverified | 0 |
| Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis | Jan 18, 2022 | counterfactualEfficient Exploration | CodeCode Available | 0 |
| Principled Diverse Counterfactuals in Multilinear Models | Jan 17, 2022 | counterfactual | —Unverified | 0 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | Jan 16, 2022 | counterfactualRelation | —Unverified | 0 |
| Uninformative Input Features and Counterfactual Invariance: Two Perspectives on Spurious Correlations in Natural Language | Jan 16, 2022 | counterfactual | —Unverified | 0 |
| Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI | Jan 16, 2022 | counterfactual | —Unverified | 0 |
| Making a (Counterfactual) Difference One Rationale at a Time | Jan 13, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Kernel methods for long term dose response curves | Jan 13, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |