Statistical and causal approaches to machine learning

View Statistical and causal approaches to machine learning

Presenter: Bernhard Schšlkopf

Published: November 2014

Age: 14-19 and upwards

Views: 984 views

Tags: machine;learning;statistics

Type: Lectures

Source/institution: Royal Society


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This talk introduces the basic ideas of machine learning, and illustrates them with application examples. It argues that while machine learning and “big data” analysis currently mainly focuses on statistics; the causal point of view can provide additional insights. Professor Bernhard SchÅ¡lkopf is based at the Max Planck Institute for Intelligent Systems in Germany.

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