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Published inMay 2023
PublisherPackt
ISBN-139781804612989
Edition1st Edition
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Aleksander Molak
Aleksander Molak
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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.
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References

Cosentino, C., & Bates, D. (2011). Feedback control in systems biology. CRC Press.

Forré, P., & Mooij, J. M. (2017). Markov properties for graphical models with cycles and latent variables. arXiv preprint arXiv:1710.08775.

Forré, P., & Mooij, J. M. (2018). Constraint-based causal discovery for non-linear structural causal models with cycles and latent confounders. arXiv preprint arXiv:1807.03024.

Gottman, J. M., & Notarius, C. I. (2000). Decade review: Observing marital interaction. Journal of marriage and family, 62(4), 927-947.

Gottman, J., Swanson, C., & Murray, J. (1999). The mathematics of marital conflict: Dynamic mathematical nonlinear modeling of newlywed marital interaction. Journal of Family Psychology, 13(1), 3.

Magliacane, S., Van Ommen, T., Claassen, T., Bongers, S., Versteeg, P., & Mooij, J. M. (2018). Domain adaptation by using causal inference to predict invariant conditional distributions. Advances in neural...

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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