| Training a Resilient Q-Network against Observational Interference | Feb 18, 2021 | Causal InferenceDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks | May 7, 2021 | Causal InferenceFault localization | CodeCode Available | 1 | 5 |
| Causal Inference for Spatial Treatments | Oct 31, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| Causal Knowledge Guided Societal Event Forecasting | Dec 10, 2021 | Causal Inference | CodeCode Available | 1 | 5 |
| Causal Inference in Recommender Systems: A Survey and Future Directions | Aug 26, 2022 | Causal InferenceClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning | Feb 1, 2021 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 | 5 |
| Causal Modeling of Twitter Activity During COVID-19 | May 16, 2020 | Causal InferenceDescriptive | CodeCode Available | 1 | 5 |
| causalgraph: A Python Package for Modeling, Persisting and Visualizing Causal Graphs Embedded in Knowledge Graphs | Jan 20, 2023 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| Causal Effect Inference with Deep Latent-Variable Models | May 24, 2017 | Causal Inference | CodeCode Available | 1 | 5 |
| Causal Image Modeling for Efficient Visual Understanding | Oct 10, 2024 | Causal Inference | CodeCode Available | 1 | 5 |
| CausalCite: A Causal Formulation of Paper Citations | Nov 5, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| A Graph Neural Network Framework for Causal Inference in Brain Networks | Oct 14, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 1 | 5 |
| MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation | Jul 23, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Algorithmic Causal Effect Identification with causaleffect | Jul 9, 2021 | Causal Inference | CodeCode Available | 1 | 5 |
| A Brief Introduction to Causal Inference in Machine Learning | May 14, 2024 | Causal InferenceOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| A framework for causal segmentation analysis with machine learning in large-scale digital experiments | Nov 1, 2021 | Causal Inference | CodeCode Available | 1 | 5 |
| Causal Counterfactuals for Improving the Robustness of Reinforcement Learning | Nov 2, 2022 | Causal Inferencereinforcement-learning | CodeCode Available | 1 | 5 |
| CausalEGM: a general causal inference framework by encoding generative modeling | Dec 8, 2022 | Causal InferenceDecoder | CodeCode Available | 1 | 5 |
| A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling | Nov 19, 2021 | Causal InferencePrediction | CodeCode Available | 1 | 5 |
| CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images | Sep 30, 2023 | Causal InferenceEarth Observation | CodeCode Available | 1 | 5 |
| A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias | May 5, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition | Jun 13, 2022 | Causal InferenceFault Diagnosis | CodeCode Available | 1 | 5 |
| Causal Inference for Qualitative Outcomes | Feb 17, 2025 | Causal Inference | CodeCode Available | 1 | 5 |
| Can Large Language Models Infer Causation from Correlation? | Jun 9, 2023 | Causal Inference | CodeCode Available | 1 | 5 |
