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Limits of Machine Learning

Pekka Parviainen is an associate professor in machine learning at the University of Bergen. His research interests concentrate around probabilistisc models in machine learning.

Hovedinnhold

Abstract:

Machine learning has recently become a hot topic in both academia and society in general. While machine learning has been successfully applied in many problems, it has also lots of limitations.

In this talk, I will review some limitations and challenges of state-of-the-art machine learning both from theoretical and practical point of view.