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08/04/2021 - 08/07/2021 | Bielefeld

Mathematics of Machine Learning

Workshop convened by Benjamin Gess (Bielefeld, GER), Guido Montufar (Leipzig, GER) and Nihat Ay (Leipzig, GER)

In recent years, machine learning algorithms have seen an unprecedented success in a variety of fields, ranging from science and engineering to medicine and social sciences. As a result, artificial intelligence has been identified as one of the key technologies for future social and economic advance. With its rising importance also in failure sensitive systems, for example in medical devices and autonomous driving, the need for a systematic understanding of the functionality of machine learning algorithms and for guarantees on their accuracy and precision becomes vital. This calls for the development of a mathematical understanding of the structures and mechanism underlying the success of machine learning techniques. This endeavor has seen a significant increase of interest and efforts in recent years, crucially relying on interdisciplinary interaction, communicating mathematical progress and empirical research. The conference is aimed as a contribution to this rapidly developing field, by bringing together experts from various mathematical areas with shared interest in applications to machine learning and experts from fields such as computer science and biology.

Information on participating / attending:
The conference will take place in a hybrid format. For online registration please contact: marina.hoffmann@uni-bielefeld.de

Date:

08/04/2021 - 08/07/2021

Event venue:

Zentrum für interdisziplinäre Forschung
Universität Bielefeld
Center for Interdisciplinary Research
Bielefeld University
Methoden 1
33615 Bielefeld
Nordrhein-Westfalen
Germany

Target group:

Scientists and scholars

Relevance:

international

Subject areas:

Biology, Information technology, Mathematics, Social studies

Types of events:

Seminar / workshop / discussion

Entry:

07/06/2021

Sender/author:

Dr. Manuela Lenzen

Department:

Medien und News

Event is free:

yes

Language of the text:

German

URL of this event: http://idw-online.de/en/event69223

Attachment
attachment icon Plakat zur Veranstaltung

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