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Marcin Orchel Research Homepage

Position: assistant professor, Computer Systems Group, Department of Computer Science, Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology (AGH UST)
Location: build. D17, room no. 3.46
Phone: +48 (12) 328 33 63
Email: morchel@agh.edu.pl

Research interests: machine learning, support vector machines, kernel methods, automated machine learning, incorporating prior knowledge to machine learning models, combining machine learning models with theoretical models, like differential equations, statistical learning theory, evaluating machine learning models, generalizing statistical learning theory to highly abstract concepts like uncertainty, knowledge.

Application areas: patent analytics (Inventorum).

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