| Distinguishing Cause from Effect with Causal Velocity Models | Feb 7, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| MXMap: A Multivariate Cross Mapping Framework for Causal Discovery in Dynamical Systems | Feb 6, 2025 | Causal Discovery | CodeCode Available | 0 |
| Cyclic quantum causal modelling with a graph separation theorem | Feb 6, 2025 | Causal Discovery | —Unverified | 0 |
| Prediction-Powered E-Values | Feb 6, 2025 | Causal DiscoveryChange Point Detection | —Unverified | 0 |
| Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care | Feb 4, 2025 | Causal DiscoveryCirculatory Failure | —Unverified | 0 |
| Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data | Jan 31, 2025 | Causal Discovery | —Unverified | 0 |
| What is causal about causal models and representations? | Jan 31, 2025 | Causal DiscoveryRepresentation Learning | —Unverified | 0 |
| A Deep Spatio-Temporal Architecture for Dynamic Effective Connectivity Network Analysis Based on Dynamic Causal Discovery | Jan 31, 2025 | Causal Discovery | —Unverified | 0 |
| Unfaithful Probability Distributions in Binary Triple of Causality Directed Acyclic Graph | Jan 30, 2025 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Fundamental Computational Limits in Pursuing Invariant Causal Prediction and Invariance-Guided Regularization | Jan 29, 2025 | Causal DiscoveryTransfer Learning | —Unverified | 0 |
