| Causal Inference from Slowly Varying Nonstationary Processes | Dec 23, 2020 | Causal DiscoveryCausal Identification | —Unverified | 0 | 0 |
| Causal Inference Using LLM-Guided Discovery | Oct 23, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Causal Inference via Kernel Deviance Measures | Apr 12, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Predictive Coding beyond Correlations | Jun 27, 2023 | Bayesian InferenceCausal Discovery | —Unverified | 0 | 0 |
| Causal Inference with Latent Variables: Recent Advances and Future Prospectives | Jun 20, 2024 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Causal Interpretation of Self-Attention in Pre-Trained Transformers | Oct 31, 2023 | Causal DiscoverySentiment Analysis | —Unverified | 0 | 0 |
| Causal Invariance Learning via Efficient Optimization of a Nonconvex Objective | Dec 16, 2024 | Causal Discovery | —Unverified | 0 | 0 |
| Causal-Invariant Cross-Domain Out-of-Distribution Recommendation | May 22, 2025 | Causal DiscoveryTransfer Learning | —Unverified | 0 | 0 |
| Causality-Aided Trade-off Analysis for Machine Learning Fairness | May 22, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Causality and Robust Optimization | Feb 28, 2020 | Causal DiscoveryDecision Making | —Unverified | 0 | 0 |
| Causality-based CTR Prediction using Graph Neural Networks | Jan 30, 2023 | Causal DiscoveryClick-Through Rate Prediction | —Unverified | 0 | 0 |
| Causality, Causal Discovery, and Causal Inference in Structural Engineering | Apr 4, 2022 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Causality-Driven Reinforcement Learning for Joint Communication and Sensing | Sep 7, 2024 | Autonomous DrivingCausal Discovery | —Unverified | 0 | 0 |
| Causality for Earth Science -- A Review on Time-series and Spatiotemporal Causality Methods | Apr 3, 2024 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Causality-Inspired Models for Financial Time Series Forecasting | Aug 19, 2024 | Causal Discoveryfeature selection | —Unverified | 0 | 0 |
| Causality on Cross-Sectional Data: Stable Specification Search in Constrained Structural Equation Modeling | Jun 18, 2015 | Causal Discovery | —Unverified | 0 | 0 |
| Causal KL: Evaluating Causal Discovery | Nov 11, 2021 | Causal DiscoveryModel Discovery | —Unverified | 0 | 0 |
| Causal Layering via Conditional Entropy | Jan 19, 2024 | Causal Discovery | —Unverified | 0 | 0 |
| Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction | Jan 1, 2023 | AttributeCausal Discovery | —Unverified | 0 | 0 |
| Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care | Feb 4, 2025 | Causal DiscoveryCirculatory Failure | —Unverified | 0 | 0 |
| Causal Machine Learning for Healthcare and Precision Medicine | May 23, 2022 | BIG-bench Machine LearningCausal Discovery | —Unverified | 0 | 0 |
| Causal Modeling of Soil Processes for Improved Generalization | Nov 10, 2022 | Causal DiscoveryManagement | —Unverified | 0 | 0 |
| Causal Order Discovery based on Monotonic SCMs | Oct 24, 2024 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Causal programming: inference with structural causal models as finding instances of a relation | May 4, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Causal Razors | Feb 20, 2023 | Causal Discovery | —Unverified | 0 | 0 |