| Causal Discovery and Knowledge Injection for Contestable Neural Networks (with Appendices) | May 19, 2022 | Causal Discovery | CodeCode Available | 0 |
| Inferring extended summary causal graphs from observational time series | May 19, 2022 | Causal DiscoveryTime Series | —Unverified | 0 |
| Causal discovery under a confounder blanket | May 11, 2022 | Causal Discovery | CodeCode Available | 0 |
| Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset | Apr 28, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Causal Discovery and Causal Learning for Fire Resistance Evaluation: Incorporating Domain Knowledge | Apr 11, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Causal Discovery of Macroeconomic State-Space Models | Apr 5, 2022 | Causal DiscoveryState Space Models | CodeCode Available | 0 |
| Causality, Causal Discovery, and Causal Inference in Structural Engineering | Apr 4, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Do learned representations respect causal relationships? | Apr 2, 2022 | AttributeCausal Discovery | CodeCode Available | 1 |
| Sequential Recommendation with Causal Behavior Discovery | Apr 1, 2022 | Causal DiscoveryRecommendation Systems | —Unverified | 0 |
| Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data | Mar 29, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang | Mar 9, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Score matching enables causal discovery of nonlinear additive noise models | Mar 8, 2022 | Causal Discovery | —Unverified | 0 |
| Differentiable Causal Discovery Under Latent Interventions | Mar 4, 2022 | Causal DiscoveryVariational Inference | CodeCode Available | 1 |
| Local Constraint-Based Causal Discovery under Selection Bias | Mar 3, 2022 | Causal Discoveryscoring rule | CodeCode Available | 0 |
| Interventions, Where and How? Experimental Design for Causal Models at Scale | Mar 3, 2022 | Causal DiscoveryExperimental Design | CodeCode Available | 1 |
| Causal Domain Adaptation with Copula Entropy based Conditional Independence Test | Feb 27, 2022 | Causal DiscoveryDomain Adaptation | CodeCode Available | 0 |
| Causal discovery for observational sciences using supervised machine learning | Feb 25, 2022 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 0 |
| Investigating the effect of binning on causal discovery | Feb 23, 2022 | Causal Discovery | CodeCode Available | 0 |
| Deep End-to-end Causal Inference | Feb 4, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Sequentially learning the topological ordering of causal directed acyclic graphs with likelihood ratio scores | Feb 3, 2022 | Causal Discovery | —Unverified | 0 |
| BCDAG: An R package for Bayesian structure and Causal learning of Gaussian DAGs | Jan 28, 2022 | Causal Discovery | —Unverified | 0 |
| Optimal transport for causal discovery | Jan 23, 2022 | Causal Discovery | —Unverified | 0 |
| Ordinal Causal Discovery | Jan 19, 2022 | Causal Discovery | —Unverified | 0 |
| Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions | Jan 14, 2022 | Causal Discovery | CodeCode Available | 1 |
| Causal Discovery from Sparse Time-Series Data Using Echo State Network | Jan 9, 2022 | Causal Discoveryregression | —Unverified | 0 |
