| Learning Causal Effects via Weighted Empirical Risk Minimization | Dec 1, 2020 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Measuring causal influence with back-to-back regression: the linear case | Sep 25, 2019 | Causal Identificationregression | —Unverified | 0 | 0 |
| New Rules for Causal Identification with Background Knowledge | Jul 21, 2024 | Causal Identification | —Unverified | 0 | 0 |
| Emerging Synergies in Causality and Deep Generative Models: A Survey | Jan 29, 2023 | Causal IdentificationFairness | —Unverified | 0 | 0 |
| Optimal and Fair Encouragement Policy Evaluation and Learning | Sep 12, 2023 | Causal IdentificationFairness | —Unverified | 0 | 0 |
| Active and Passive Causal Inference Learning | Aug 18, 2023 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| The Blessings of Multiple Treatments and Outcomes in Treatment Effect Estimation | Sep 29, 2023 | Causal DiscoveryCausal Identification | —Unverified | 0 | 0 |
| The role of causality in explainable artificial intelligence | Sep 18, 2023 | Causal DiscoveryCausal Identification | —Unverified | 0 | 0 |
| Towards Bounding Causal Effects under Markov Equivalence | Nov 13, 2023 | Causal Identification | —Unverified | 0 | 0 |
| Representation Disentaglement via Regularization by Causal Identification | Feb 28, 2023 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Algorithmic syntactic causal identification | Mar 14, 2024 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| A Spectral Approach to Off-Policy Evaluation for POMDPs | Sep 22, 2021 | Causal IdentificationOff-policy evaluation | —Unverified | 0 | 0 |
| Bridging Methodologies: Angrist and Imbens' Contributions to Causal Identification | Feb 20, 2024 | ArticlesCausal Identification | —Unverified | 0 | 0 |
| Causal and Counterfactual Views of Missing Data Models | Oct 11, 2022 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Causal Effect Identification in Uncertain Causal Networks | Aug 9, 2022 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach | Feb 4, 2019 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Causal Estimation for Text Data with (Apparent) Overlap Violations | Sep 30, 2022 | AttributeCausal Identification | —Unverified | 0 | 0 |
| Causal Identification in Time Series Models | Apr 28, 2025 | Causal IdentificationTime Series | —Unverified | 0 | 0 |
| Causal Identification under Markov Equivalence | Dec 15, 2018 | Causal Identification | —Unverified | 0 | 0 |
| Causal Identification with Additive Noise Models: Quantifying the Effect of Noise | Oct 15, 2021 | Causal DiscoveryCausal Identification | —Unverified | 0 | 0 |
| Causal Identification with Matrix Equations | Dec 1, 2021 | Causal Identification | —Unverified | 0 | 0 |
| Identifying causal effects with subjective ordinal outcomes | Dec 30, 2022 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Causal Inference from Slowly Varying Nonstationary Processes | May 11, 2024 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |