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Wydział Matematyki, Informatyki i Mechaniki Uniwersytetu Warszawskiego

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Causal Machine Learning: Introduction


Prelegent: Mateusz Olko

2023-05-25 12:15

Causality has the potential to transform the way we solve a large number of real-world problems. This mathematical theory, introduced by Judea Pearl, has recently paved its way into the deep learning community. In my presentation, I will introduce and explain basic concepts from causality theory and provide examples of its recent application in deep learning in various contexts.