PyCon & pyData Berlin

Python Software Verband e.V.

In Berlin

Bei der PyCon & pyData Berlin warten mehr als 100 Talks und Hands-on-Sessions rund um PyData (Künstliche Intelligenz, Machine Learning ...) und Python (Programmierung, DevOps, Web, Django ...).

inovexler Florian ist ebenfalls mit einem Talk dabei:

„Are you sure about that?! Uncertainty Quantification in AI“

Dr. Florian Wilhelm | 10.10.2019 | 10:00 Uhr | Saal 6

With the advent of Deep Learning (DL), the field of AI made a giant leap forward and it is nowadays applied in many industrial use-cases. Especially critical systems like autonomous driving, require that DL methods not only produce a prediction but also state the certainty about the prediction in order to assess risks and failure.

In my talk, I will give an introduction to different kinds of uncertainty, i.e. epistemic and aleatoric. To have a baseline for comparison, the classical method of Gaussian Processes for regression problems is presented. I then elaborate on different DL methods for uncertainty quantification like Quantile Regression, Monte-Carlo Dropout, and Deep Ensembles. The talk is concluded with a comparison of these techniques to Gaussian Processes and the current state of the art.

Infos und Anmeldung:

Veranstaltungsort: KOSMOS Berlin, Karl-Marx-Allee 131a, 10243 Berlin

Hier geht's zur Website der PyCon & pyData Berlin.

Hier geht's direkt zu den Tickets.

 

 

Mo Di Mi Do Fr Sa So
30 01 02 03 04 05 06
07 08 09 10 11 12 13
14 15 16 17 18 19 20
21 22 23 24 25 26 27
28 29 30 31 01 02 03
04 05 06 07 08 09 10
Jörg Ruckelshauß

Kontakt

Jörg Ruckelshauß

Head of Marketing & Communications

Aktuelle News über inovex und die Branche

inovex Newsletter

Sie möchten regelmäßig über unsere aktuellen Events informiert werden? Dann abonnieren Sie unseren monatlichen Newsletter!

Jetzt hier anmelden!