Begegnungszone: Statistical Physics and Machine Learning

Time

September 18-21, 2023

Venue

Organisers

Johannes Zierenberg and Martin Weigel

Poster

Workshop poster

Overview

The history of Machine Learning is tied to theories and models from Statistical Physics. However, Machine Learning evolved into an independent field with its own approaches. This generates the unique situation that novel Machine Learning techniques can be applied to solve problems in Statistical Physics, while at the same time novel developments from Statistical Physics open opportunities to explain algorithms from Machine Learning. This workshop provides a platform for early career and senior researchers from applied Machine Learning and Statistical Physics to discuss state of the art and future directions.