@incollection{goudet:hal-01649153, TITLE = {{Learning Functional Causal Models with Generative Neural Networks}}, AUTHOR = {Goudet, Olivier and Kalainathan, Diviyan and Caillou, Philippe and Lopez-Paz, David and Guyon, Isabelle and Sebag, Mich{\`e}le}, URL = {https://hal.science/hal-01649153}, BOOKTITLE = {{Explainable and Interpretable Models in Computer Vision and Machine Learning}}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Springer Series on Challenges in Machine Learning}, YEAR = {2018}, DOI = {10.1007/978-3-319-98131-4}, KEYWORDS = {causal structure discovery ; generative neural networks ; cause-effect pair problem ; functional causal models ; structural equation models}, HAL_ID = {hal-01649153}, HAL_VERSION = {v1}, }