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Research Blog

Welcome to our research blog, where we proudly showcase the talents 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 ever-evolving fields of AI and machine learning.

Link to Who Spreads Hate?

 

30.04.2025

Who Spreads Hate?

MCML Research Insight – With Dominique Geissler, Abdurahman Maarouf, and Stefan Feuerriegel

Hate speech on social media isn’t just offensive - it’s dangerous. It spreads quickly, harms mental health, and can even contribute to real-world violence. While many studies have focused on identifying hate speech or profiling those who create it, a key piece of the puzzle remained missing: Who …

Link to How Certain Is AI? An Introduction to Bayesian Deep Learning

 

29.04.2025

How Certain Is AI? An Introduction to Bayesian Deep Learning

Researcher in Focus: Emanuel Sommer

MCML Junior Member Emanuel Sommer is a PhD-student at the Munich Uncertainty Quantification AI Lab at LMU Munich supervised by David Rügamer. His research focuses on Scalable and Reliable (Bayesian) Deep Learning.

Link to Text2Loc: A Smarter Way to Navigate With Words

 

10.04.2025

Text2Loc: A Smarter Way to Navigate With Words

MCML Research Insight - With Yan Xia, Zifeng Ding and Daniel Cremers

Imagine standing in an unfamiliar part of a city, no GPS in sight. All you can say is, “I’m west of a green building, near a black garage.” That might be vague to a machine, but Text2Loc understands you perfectly. With this powerful new system, AI can find your exact location in a 3D map - just from how you describe the world around you.

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