Dr. Thomas Grubinger
W. Zellinger, T. Grubinger, E. Lughofer, T. Natschläger, S. Saminger-Platz. Central Moment Discrepancy (CMD) for domain-invariant representation learning. Learning (cs.LG), Published as a conference paper at ICLR 2017 - International Conference on Learning Representations, pages https://arxiv.org/abs/1702.08811, February, 2017.
T. Grubinger, G. Chasparis, T. Natschläger. Generalized online transfer learning for climate control in residential buildings. Energy and Buildings, volume 139, pages 63-71, DOI: 10.1016/j.enbuild.2016.12.074, March, 2017.
T. Grubinger, A. Birlutiu, H. Schöner, T. Natschläger, T. Heskes. Multi-domain transfer component analysis for domain generalization. Neural Processing Letters, pages online first, DOI: 10.1007/s11063-017-9612-8, April, 2017.
T. Grubinger, G. Chasparis, T. Natschläger. Online transfer learning for climate control in residential buildings. Proceedings of the 5th Annual European Control Conference (ECC'16), pages 1183-1188, EUCA, June, 2016.
T. Grubinger, A. Birlutiu, H. Schöner, T. Natschläger, T. Heskes. Domain generalization based on transfer component analysis. In I. Rojas, G. Joya, A. Catala (editors), Advances in Computational Intelligence - Proc. IWANN 2015, Part I, Lecture Notes in Computer Science, volume 9094, pages 325-334, Springer, June, 2015.
Dr. Thomas Grubinger is a postdoctoral researcher in the „Data Analysis Systems“ (DAS) group at the Software Competence Center Hagenberg. His main research areas are data analysis and machine learning, with a particular focus on deep learning, transfer learning and computer Intensive algorithms for decision support systems. He has extensive experience in several application domains including industrial processes for the metal industry, automotive engineering, energy systems and the design and analyses of medical studies.
|09/2008||05/2012||PhD in Computer Sciences, Universität Innsbruck, Austria.|
|08/2006||01/2008||MSc in Computer Systems Engineering, Specialization in Intelligent Systems, Halmstad University, Schweden|
|09/2003||02/2008||Dipl.-Ing. (FH) in Information Technology & Systems Management, Fachhochschule Salzburg, Österreich.|
|09/2001||06/2003||Study Permit for Technical University Studies, School of Electrical Engineering. HTL Salzburg, Austria.|
|09/1996||08/2000||Vocational School of Electrical Engineering, Landesberufsschule 4, Salzburg, Österreich.|
|02/2014||ongoing||Industrial Researcher, Data Analysis Group, Software Competence Center Hagenberg, Austria.|
|07/2012||12/2013||Level 2 Engineer, Siemens VAI Metals Technologies GmbH, Linz, Austria.|
|06/2008||06/2012||Research Associate, Department for Medical Statistics, Informatics, and Health Economics, Medizinische Universität Innsbruck, Austria.|
|08/2007||01/2008||Master Thesis, Cooperation scheme between Volvo AB and Halmstad University, Sweden.|
|06/2007||08/2007||Internship in the field of research and development, BMW Group, Munich, Germany.|
- Journal of Statistical Software
- Soft Computing
Dr. Thomas Grubinger published many peer-reviewed papers in scientific conferences and journals. An up-to-date list of his publications can be found here: https://scholar.google.at/citations?user=emxAoI0AAAAJ