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# Probability trees and the value of a single intervention # Active learning of causal probability trees
This repository contains code for the paper *"Probability trees and the value of a single intervention"*, as presented at the AAAI 22 workshop on Information theoretic causal inference and discovery. This repository contains code for the paper *"Active learning of causal probability trees"*, as presented at the ICMLA 22 conference on machine learning.
## Run and install ## Run and install
Simply run the Matlab file `src/generate_figures_for_article.m`. Simply run the Matlab files in `src/`.
## Citing ## Citing
```bibtex ```bibtex
@inproceedings{herlau2022itci, @inproceedings{herlau2022icmla,
title={Probability trees and the value of a single intervention}, title={Active learning of causal probability trees},
author={Herlau, Tue}, author={Herlau, Tue},
booktitle={Proceedings of the AAAI Workshop on Information Theoretic Causal Inference and Discovery (ITCI'22)}, booktitle={Proceedings of the IEEE ICMLA conference on machine learning,
year={2022}, year={2022},
organization={AAAI} organization={IEEE ICMLA}
} }
``` ```
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