| Counterfactual Learning to Rank using Heterogeneous Treatment Effect Estimation | Jul 19, 2020 | counterfactualHeterogeneous Treatment Effect Estimation | CodeCode Available | 0 |
| Autoregressive flow-based causal discovery and inference | Jul 18, 2020 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Estimation and Inference for Policy Relevant Treatment Effects | Jul 16, 2020 | counterfactual | —Unverified | 0 |
| Upper Counterfactual Confidence Bounds: a New Optimism Principle for Contextual Bandits | Jul 15, 2020 | counterfactualMulti-Armed Bandits | —Unverified | 0 |
| Domain aware medical image classifier interpretation by counterfactual impact analysis | Jul 13, 2020 | counterfactual | —Unverified | 0 |
| Fast Real-time Counterfactual Explanations | Jul 11, 2020 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual Data Augmentation using Locally Factored Dynamics | Jul 6, 2020 | counterfactualData Augmentation | CodeCode Available | 1 |
| Expected Eligibility Traces | Jul 3, 2020 | counterfactual | —Unverified | 0 |
| Learning "What-if" Explanations for Sequential Decision-Making | Jul 2, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Medical idioms for clinical Bayesian network development | Jul 1, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Causal Discovery in Physical Systems from Videos | Jul 1, 2020 | Causal Discoverycounterfactual | CodeCode Available | 1 |
| Deriving Bounds and Inequality Constraints Using LogicalRelations Among Counterfactuals | Jul 1, 2020 | counterfactual | —Unverified | 0 |
| Learning Post-Hoc Causal Explanations for Recommendation | Jun 30, 2020 | counterfactualRecommendation Systems | —Unverified | 0 |
| Counterfactual Predictions under Runtime Confounding | Jun 30, 2020 | counterfactualPrediction | —Unverified | 0 |
| Counterfactual explanation of machine learning survival models | Jun 26, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| On Counterfactual Explanations under Predictive Multiplicity | Jun 23, 2020 | counterfactual | —Unverified | 0 |
| Counterfactual Explanations of Concept Drift | Jun 23, 2020 | counterfactual | —Unverified | 0 |
| School choice with independent versus consolidated districts | Jun 22, 2020 | counterfactual | —Unverified | 0 |
| Counterfactually Guided Off-policy Transfer in Clinical Settings | Jun 20, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Causal Inference with Deep Causal Graphs | Jun 15, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Enabling Counterfactual Survival Analysis with Balanced Representations | Jun 14, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Fairness Under Feature Exemptions: Counterfactual and Observational Measures | Jun 14, 2020 | counterfactualFairness | —Unverified | 0 |
| Learning Decomposed Representation for Counterfactual Inference | Jun 12, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Learning to Communicate Using Counterfactual Reasoning | Jun 12, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Algorithmic recourse under imperfect causal knowledge: a probabilistic approach | Jun 11, 2020 | counterfactual | CodeCode Available | 1 |