| Lower Bounds on the Size of Markov Equivalence Classes | Jun 26, 2025 | Causal Discovery | —Unverified | 0 |
| Causal discovery in deterministic discrete LTI-DAE systems | Jun 25, 2025 | Causal Discovery | —Unverified | 0 |
| Exploring Big Five Personality and AI Capability Effects in LLM-Simulated Negotiation Dialogues | Jun 19, 2025 | AI AgentCausal Discovery | —Unverified | 0 |
| Time-Varying Home Field Advantage in Football: Learning from a Non-Stationary Causal Process | Jun 13, 2025 | Causal DiscoverySports Analytics | —Unverified | 0 |
| Paths to Causality: Finding Informative Subgraphs Within Knowledge Graphs for Knowledge-Based Causal Discovery | Jun 10, 2025 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Conditional Local Independence Testing with Application to Dynamic Causal Discovery | Jun 9, 2025 | Causal Discovery | —Unverified | 0 |
| Permutation-Free High-Order Interaction Tests | Jun 6, 2025 | Causal Discoveryfeature selection | CodeCode Available | 0 |
| Nonlinear Causal Discovery for Grouped Data | Jun 5, 2025 | Causal DiscoveryGraph Learning | —Unverified | 0 |
| Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records | Jun 3, 2025 | Causal DiscoveryFeature Importance | —Unverified | 0 |
| TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery | Jun 2, 2025 | Causal DiscoveryDataset Generation | CodeCode Available | 1 |
| Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series | May 27, 2025 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| Agentic AI Process Observability: Discovering Behavioral Variability | May 26, 2025 | Causal Discovery | —Unverified | 0 |
| Causal Discovery in Dynamic Fading Wireless Networks | May 24, 2025 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models | May 22, 2025 | Causal DiscoveryGraph Reconstruction | CodeCode Available | 1 |
| No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery | May 22, 2025 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Causal-Invariant Cross-Domain Out-of-Distribution Recommendation | May 22, 2025 | Causal DiscoveryTransfer Learning | —Unverified | 0 |
| Multi-omic Causal Discovery using Genotypes and Gene Expression | May 21, 2025 | Causal DiscoveryDrug Discovery | —Unverified | 0 |
| Deep Koopman operator framework for causal discovery in nonlinear dynamical systems | May 20, 2025 | Causal Discovery | CodeCode Available | 1 |
| A Fast Kernel-based Conditional Independence test with Application to Causal Discovery | May 16, 2025 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Density Ratio-based Causal Discovery from Bivariate Continuous-Discrete Data | May 13, 2025 | Causal Discovery | CodeCode Available | 0 |
| 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 |
