Reader small image

You're reading from  Causal Inference and Discovery in Python

Product typeBook
Published inMay 2023
PublisherPackt
ISBN-139781804612989
Edition1st Edition
Concepts
Right arrow
Author (1)
Aleksander Molak
Aleksander Molak
author image
Aleksander Molak

Aleksander Molak is a Machine Learning Researcher and Consultant who gained experience working with Fortune 100, Fortune 500, and Inc. 5000 companies across Europe, the USA, and Israel, designing and building large-scale machine learning systems. On a mission to democratize causality for businesses and machine learning practitioners, Aleksander is a prolific writer, creator, and international speaker. As a co-founder of Lespire, an innovative provider of AI and machine learning training for corporate teams, Aleksander is committed to empowering businesses to harness the full potential of cutting-edge technologies that allow them to stay ahead of the curve.
Read more about Aleksander Molak

Right arrow

References

Andrews, B., Sprites, P., & Cooper, G. F. (2020). On the Completeness of Causal Discovery in the Presence of Latent Confounding with Tiered Background Knowledge. International Conference on Artificial Intelligence and Statistics.

Cai, R., Qiao, J., Zhang, K., Zhang, Z., & Hao, Z. (2021). Causal discovery with cascade nonlinear additive noise models. ACM Trans. Intell. Syst. Technol., 6(12).

Geffner, T., Antorán, J., Foster, A., Gong, W., Ma, C., Kıcıman, E., Sharma, A., Lamb, A., Kukla, M., Pawlowski, N., Allamanis, M., & Zhang, C. (2022). Deep End-to-end Causal Inference. arXiv.

Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., & Bengio, Y. (2020). Generative adversarial networks. Communications of the ACM, 63(11), 139-144.

Goudet, O., Kalainathan, D., Caillou, P., Guyon, I., Lopez-Paz, D., & Sebag, M. (2018). Causal generative neural networks. arXiv.

Huang, Y., Kleindessner...

lock icon
The rest of the page is locked
Previous PageNext Chapter
You have been reading a chapter from
Causal Inference and Discovery in Python
Published in: May 2023Publisher: PacktISBN-13: 9781804612989

Author (1)

author image
Aleksander Molak

Aleksander Molak is a Machine Learning Researcher and Consultant who gained experience working with Fortune 100, Fortune 500, and Inc. 5000 companies across Europe, the USA, and Israel, designing and building large-scale machine learning systems. On a mission to democratize causality for businesses and machine learning practitioners, Aleksander is a prolific writer, creator, and international speaker. As a co-founder of Lespire, an innovative provider of AI and machine learning training for corporate teams, Aleksander is committed to empowering businesses to harness the full potential of cutting-edge technologies that allow them to stay ahead of the curve.
Read more about Aleksander Molak