28
Feb
Colloquium
Use Case for Bayesian Deep Learning in the age of ChatGPT
Vincent Fortuin, Helmholtz AI & MCML
28.02.2024
4:15 pm - 5:45 pm
LMU Department of Statistics and via zoom
Many researchers have pondered the same existential questions since the release of ChatGPT: Is scale really all you need? Will the future of machine learning rely exclusively on foundation models? Should we all drop our current research agenda and work on the next large language model instead?
In this talk, MCML Senior Researcher Vincent Fortuin will try to make the case that the answer to all these questions should be a convinced "no" and that now, maybe more than ever, should be the time to focus on fundamental questions in machine learning again. He will provide evidence for this by presenting three modern use cases of Bayesian deep learning in the areas of self-supervised learning, interpretable additive modeling, and neural network sparsification. Together, these will show that the research field of Bayesian deep learning is very much alive and thriving and that its potential for valuable real-world impact is only just unfolding.
Related
Colloquium • 05.02.2025 • LMU Department of Statistics and via zoom
TBA
Colloquium at the LMU Department of Statistics with Isabel Valera (Saarland University in Saarbrücken).
Colloquium • 29.01.2025 • LMU Department of Statistics and via zoom
TBA
Colloquium at the LMU Department of Statistics with Sophie Langer (University of Twente).
Colloquium • 15.01.2025 • LMU Department of Statistics and via zoom
TBA
Colloquium at the LMU Department of Statistics with Sonja Greven (HU Berlin).
Colloquium • 11.12.2024 • LMU Department of Statistics and via zoom
TBA
Colloquium at the LMU Department of Statistics with Stijn Vansteelandt (Ghent University).
Munich AI Lectures • 25.11.2024 • Große Aula der LMU Geschwister-Scholl-Platz 1, Room 120 80539 München
The Mathematical Universe behind Deep Neural Networks
Join us on Nov 25 for Prof. Helmut Bölcskei’s lecture on the mathematical foundations driving deep neural networks, hosted by Bavarian AI at LMU.