Causal Machine Learning: Introduction

Speaker(s)

Mateusz Olko

Affiliation

Uniwersytet Warszawski

Date

May 25, 2023, 12:15 p.m.

Information about the event

https://uw-edu-pl.zoom.us/j/92107522918

Seminar

Seminarium "Machine Learning"

---

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.

---