Claus Hofmann
PhD Student, Artificial Intelligence
Johannes Kepler University Linz, Institute of Machine Learning
Biography
👋 Hi, I’m Claus, I’m a Ph.D. student at the Institute of Machine Learning at the Johannes Kepler University Linz supervised by Prof. Sepp Hochreiter.
🤖 I research how to make Machine Learning models more reliable and adaptable. Currently, I’m especially curious about out-of-distribution detection and attention mechanisms.
đź“ť Download my Resume.
Interests
- Out-of-Distribution detection
- Attention mechanisms
- Sequence modeling
- Modern Hopfield networks
Education
PhD Artificial Intelligence, 2022-now
University Linz, Institute of Machine Learning
MSc Computer Science / Data Science, 2018-2020
University of Vienna
BSc Computer Science / Data Science, 2015-2018
University of Vienna
Experience
Artificial Intelligence Researcher
Conducting research and participating at the institute’s teaching efforts at the Institute of Machine Learning
Machine Learning Engineer
Collaborating on Detekt, a deep learning-based geospatial data platform
Teaching Assistant “Foundations of Data Analysis”
University of Vienna
Helped ~100 students per semester learn about the basics of supervised and unsupervised learning
AccomplishÂments
Appreciation award
Awarded by the Austrian Federal Ministry of Education and Science to the 50 best Master’s graduates in Austria in the academic year 2020/2021 across all academic disciplines
See certificateAwarded for graduating at the top of the CS class in the academic year 2017/18
See certificateFeatured Publications
Contact
If you’re interested in talking about all things ML, just drop me a line.
Reach me at hi@claus-hofmann.com. I’m also active on X and LinkedIn.