Multi-task Learning of Order-Consistent Causal Graphs (NeuRIPs 2021)
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Authors: Xinshi Chen, Haoran Sun, Caleb Ellington, Eric Xing, Le Song
If you found this library useful in your research, please consider citing
@article{chen2021multi,
title={Multi-task Learning of Order-Consistent Causal Graphs},
author={Chen, Xinshi and Sun, Haoran and Ellington, Caleb and Xing, Eric and Song, Le},
journal={Advances in Neural Information Processing Systems},
volume={34},
year={2021}
}
@article{chen2021multi,
title={Multi-task Learning of Order-Consistent Causal Graphs},
author={Chen, Xinshi and Sun, Haoran and Ellington, Caleb and Xing, Eric and Song, Le},
journal={arXiv preprint arXiv:2111.02545},
year={2021}
}
Reproduce Experiments
Install the module
Please navigate to the root of this repository, and run the following command to install the multidag
module.
pip install -e .
Run the experiments
Navigate to the experiments/
folder and use the run files to run the experiments.
Descriptions of implementation details coming soon.....