| Distinguishing Cause from Effect with Causal Velocity Models | Feb 7, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 | 5 |
| The Observational Partial Order of Causal Structures with Latent Variables | Feb 11, 2025 | Causal Discovery | CodeCode Available | 0 | 5 |
| Discovering Causal Signals in Images | May 26, 2016 | Causal Discovery | CodeCode Available | 0 | 5 |
| Distributional robustness of K-class estimators and the PULSE | May 7, 2020 | Causal Discoveryvalid | CodeCode Available | 0 | 5 |
| Differentiable Multi-Target Causal Bayesian Experimental Design | Feb 21, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 | 5 |
| A Meta-Learning Approach to Bayesian Causal Discovery | Dec 21, 2024 | Causal DiscoveryMeta-Learning | CodeCode Available | 0 | 5 |
| COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data | Jul 17, 2024 | Causal DiscoveryFault Diagnosis | CodeCode Available | 0 | 5 |
| Using machine learning to understand causal relationships between urban form and travel CO2 emissions across continents | Aug 31, 2023 | Causal DiscoveryForm | CodeCode Available | 0 | 5 |
| Differentiable Causal Discovery Under Unmeasured Confounding | Oct 14, 2020 | Causal Discovery | CodeCode Available | 0 | 5 |
| Discovering Causality for Efficient Cooperation in Multi-Agent Environments | Jun 20, 2023 | Causal DiscoveryMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Density Ratio-based Causal Discovery from Bivariate Continuous-Discrete Data | May 13, 2025 | Causal Discovery | CodeCode Available | 0 | 5 |
| Algebraic Equivalence of Linear Structural Equation Models | Jul 10, 2018 | Causal DiscoveryModel Selection | CodeCode Available | 0 | 5 |
| Causal discovery for time series with constraint-based model and PMIME measure | May 31, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Dependence versus Conditional Dependence in Local Causal Discovery from Gene Expression Data | Jul 28, 2014 | Causal Discovery | CodeCode Available | 0 | 5 |
| CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data | Feb 7, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| CCSL: A Causal Structure Learning Method from Multiple Unknown Environments | Nov 18, 2021 | Causal DiscoveryClustering | CodeCode Available | 0 | 5 |
| Causal discovery for observational sciences using supervised machine learning | Feb 25, 2022 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 0 | 5 |
| Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation | May 20, 2021 | Causal DiscoveryUncertainty Quantification | CodeCode Available | 0 | 5 |
| Causal discovery for time series with latent confounders | Sep 7, 2022 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Detecting and Measuring Confounding Using Causal Mechanism Shifts | Sep 26, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| Connectivity-Inspired Network for Context-Aware Recognition | Sep 6, 2024 | Biologically-plausible TrainingCausal Discovery | CodeCode Available | 0 | 5 |
| Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders | Jul 9, 2018 | Causal Discovery | CodeCode Available | 0 | 5 |
| Causal Representation Learning Made Identifiable by Grouping of Observational Variables | Oct 24, 2023 | Causal DiscoveryRepresentation Learning | CodeCode Available | 0 | 5 |
| Conditional Independence Testing via Latent Representation Learning | Sep 4, 2022 | Causal DiscoveryRepresentation Learning | CodeCode Available | 0 | 5 |
| Coordinated Multi-Neighborhood Learning on a Directed Acyclic Graph | May 24, 2024 | Causal Discovery | CodeCode Available | 0 | 5 |
