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Research Blog

Welcome to our research blog, where we highlight the work and achievements of our researchers, with a special focus on our Junior Members. Here, you’ll gain insight into their innovative work and the fresh ideas they bring to the dynamic fields of ML and AI.

12.11.2026

One Toolbox for Many Kinds of Uncertainty

MCML Research Insight – With Paul Hofman, Clemens Damke, Timo Löhr, Santo Thies, Alireza Javanmardi, Valentin Margraf, Yusuf Sale, Eyke Hüllermeier, and Maximilian Muschalik

Most machine learning models return a prediction but say little about what they don’t know. The Python package probly turns existing models into uncertainty-aware ones and brings many ways of …

29.10.2026

Teaching Language Models to Express Uncertainty

MCML Research Insight – With David Bani-Harouni, Chantal Pellegrini, Ege Özsoy, Kamilia Zaripova, Nassir Navab, and Matthias Keicher

An AI assistant may give a confident answer even when it is wrong. But what if it could tell us how sure it really is? MCML researchers have developed a reinforcement learning approach that teaches …

15.10.2026

When Flatter Is Not Always Better

MCML Research Insight – With Leonardo Galli, Wiebke Bartolomaeus, and Holger Rauhut

Imagine hiking through a mountain landscape. A broad, flat valley may look like the easiest route. Yet the flattest path does not necessarily lead where you want to go. A similar idea appears in the …

13.10.2026

Björn Schuller: What Your Voice Reveals About Your Health

Research Film

Did you know your voice can reveal early signs of serious diseases?

24.09.2026

Barbara Plank: Building Language Technology for Everyone

Research Film

Language is full of variation. So why are AI systems built as if it isn’t?

14.09.2026

Björn Eskofier: The Missing Ingredient for AI in Medicine Is Real-World Data

Research Film

What if navigating a chronic disease could be as intuitive as following a GPS?

2024-11-22 - Last modified: 2026-11-12