| Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data | Jun 18, 2020 | Causal DiscoveryTime Series | CodeCode Available | 1 |
| copent: Estimating Copula Entropy and Transfer Entropy in R | May 27, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 1 |
| A Ladder of Causal Distances | May 5, 2020 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| Masked Gradient-Based Causal Structure Learning | Oct 18, 2019 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Estimating Transfer Entropy via Copula Entropy | Oct 10, 2019 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Testing Conditional Independence in Supervised Learning Algorithms | Jan 28, 2019 | Causal DiscoveryModel Selection | CodeCode Available | 1 |
| A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias | May 5, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| DAGs with NO TEARS: Continuous Optimization for Structure Learning | Mar 4, 2018 | Causal Discovery | CodeCode Available | 1 |
| 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 |
| 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 |
| Causal-Invariant Cross-Domain Out-of-Distribution Recommendation | May 22, 2025 | Causal DiscoveryTransfer Learning | —Unverified | 0 |
| No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery | May 22, 2025 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Multi-omic Causal Discovery using Genotypes and Gene Expression | May 21, 2025 | Causal DiscoveryDrug Discovery | —Unverified | 0 |
| 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 |
