| causalgraph: A Python Package for Modeling, Persisting and Visualizing Causal Graphs Embedded in Knowledge Graphs | Jan 20, 2023 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Causal Recurrent Variational Autoencoder for Medical Time Series Generation | Jan 16, 2023 | Causal InferenceDecoder | CodeCode Available | 1 |
| Collective Privacy Recovery: Data-sharing Coordination via Decentralized Artificial Intelligence | Jan 15, 2023 | Causal Inference | CodeCode Available | 1 |
| Causal Inference in Recommender Systems: A Survey of Strategies for Bias Mitigation, Explanation, and Generalization | Jan 3, 2023 | Causal InferenceRecommendation Systems | CodeCode Available | 1 |
| Instrumental Variables in Causal Inference and Machine Learning: A Survey | Dec 12, 2022 | Causal InferenceSurvey | CodeCode Available | 1 |
| On Root Cause Localization and Anomaly Mitigation through Causal Inference | Dec 8, 2022 | Anomaly DetectionCausal Inference | CodeCode Available | 1 |
| CausalEGM: a general causal inference framework by encoding generative modeling | Dec 8, 2022 | Causal InferenceDecoder | CodeCode Available | 1 |
| Causal Inference via Style Transfer for Out-of-distribution Generalisation | Dec 6, 2022 | Causal InferenceImage Classification | CodeCode Available | 1 |
| Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation | Nov 3, 2022 | AutoMLCausal Inference | CodeCode Available | 1 |
| Causal Counterfactuals for Improving the Robustness of Reinforcement Learning | Nov 2, 2022 | Causal Inferencereinforcement-learning | CodeCode Available | 1 |
| Inference and Denoise: Causal Inference-based Neural Speech Enhancement | Nov 2, 2022 | Causal InferenceSpeech Enhancement | CodeCode Available | 1 |
| CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data | Oct 31, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Granger causal inference on DAGs identifies genomic loci regulating transcription | Oct 18, 2022 | Causal Inference | CodeCode Available | 1 |
| Deep Counterfactual Estimation with Categorical Background Variables | Oct 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition | Oct 8, 2022 | Causal InferenceContinual Learning | CodeCode Available | 1 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 |
| Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information | Sep 30, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Causal Proxy Models for Concept-Based Model Explanations | Sep 28, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| A Survey of Deep Causal Models and Their Industrial Applications | Sep 19, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Variational Causal Inference | Sep 13, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Causal Inference in Recommender Systems: A Survey and Future Directions | Aug 26, 2022 | Causal InferenceClick-Through Rate Prediction | CodeCode Available | 1 |
| Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering | Jul 26, 2022 | Causal InferenceQuestion Answering | CodeCode Available | 1 |
| Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis | Jul 24, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation | Jul 19, 2022 | Causal InferenceMulti-Task Learning | CodeCode Available | 1 |
| CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in Space | Jul 16, 2022 | 6D Pose EstimationCausal Inference | CodeCode Available | 1 |
