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Causal Machine Learning: Introduction

Prelegent(ci)
Mateusz Olko
Afiliacja
Uniwersytet Warszawski
Termin
25 maja 2023 12:15
Informacje na temat wydarzenia
https://uw-edu-pl.zoom.us/j/92107522918
Seminarium
Seminarium "Uczenie maszynowe"

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.