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max planck institut
informatik
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Mandros, Panagiotis

Panagiotis Mandros

Max-Planck-Institut für Informatik
Department 5: Databases and Information Systems
Campus E1 7, Room 3.02
66123 Saarbrücken
Germany

Email: Get my email address via email
Phone: +49 681 302 70789
Fax: +49 681 302 70 155


Who Am I


I am a doctoral researcher on the field of Data Mining and Machine Learning, affiliated with the Database and Information Systems group at the Max Planck Institute for Informatics, and the Exploratory Data Analysis group at the Cluster of Excellence "Multimodal Computing and Interaction''.


Research


My work involves discovering knowledge from data with a mix of Information Theory, Statistics, and Optimization, where I put special emphasis in interpretable and robust results. Applications include feature selection and functional dependency discovery. I, more often than not, apply my work on the challenging domain of Materials Science.


Publications


[Google Scholar] [DBLP]


Talks, workshops, summers schools, etc.


Invited talks

Conference talks

Workshops, summers schools, etc.


Teaching



Education