| Hillclimb-Causal Inference: A Data-Driven Approach to Identify Causal Pathways Among Parental Behaviors, Genetic Risk, and Externalizing Behaviors in Children | May 10, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data | May 10, 2025 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Local Markov Equivalence and Local Causal Discovery for Identifying Controlled Direct Effects | May 5, 2025 | Causal Discovery | —Unverified | 0 |
| D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection | May 4, 2025 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Learning Local Causal World Models with State Space Models and Attention | May 4, 2025 | Causal DiscoveryState Space Models | —Unverified | 0 |
| Characterization and Learning of Causal Graphs from Hard Interventions | May 2, 2025 | Causal Discovery | —Unverified | 0 |
| Multi-Domain Causal Discovery in Bijective Causal Models | Apr 30, 2025 | Causal Discovery | —Unverified | 0 |
| Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series | Apr 30, 2025 | Causal DiscoveryTime Series | —Unverified | 0 |
| Causal-Copilot: An Autonomous Causal Analysis Agent | Apr 17, 2025 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Meta-Dependence in Conditional Independence Testing | Apr 17, 2025 | Causal Discovery | —Unverified | 0 |
