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DTSTART:20190331T010000
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DTSTART:20191027T010000
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DTSTART;TZID=Europe/Paris:20190624T140000
DTEND;TZID=Europe/Paris:20190624T151500
DTSTAMP:20260713T073520
CREATED:20190531T110849Z
LAST-MODIFIED:20190531T110849Z
UID:12272-1561384800-1561389300@crest.science
SUMMARY:Jonas PETERS (University of Copenhagen) - "The Impossibility of Conditional Independence Testing and Causality in Dynamical Systems"
DESCRIPTION:\nThe Statistical Seminar: Every Monday at 2:00 pm.\nTime: 2:00 pm – 3:15 pm\nDate: 24th of June 2019\nPlace: Room 3001.\nJonas PETERS (University of Copenhagen) – “The Impossibility of Conditional Independence Testing and Causality in Dynamical Systems“ \nAbstract: In this talk\, we (1) discuss in which sense conditional independence testing for continuous random variables is an unsolvable statistical problem. (2) We also introduce CausalKinetiX\, a framework that aims at learning the underlying structure in dynamical systems by trading off invariance and predictability. The talk contains joint work with Rajen Shah\, Niklas Pfister\, and Stefan Bauer. No prior knowledge about causality is required. \nOrganizers:\nCristina BUTUCEA\, Alexandre TSYBAKOV\, Julie JOSSE\, Eric MOULINES\, Mathieu ROSENBAUM\nSponsors:\nCREST-CMAP\n \n\n
URL:https://crest.science/event/jonas-peters/
CATEGORIES:Statistics
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