Thomas Grubinger

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 10

Top Topics

Invariant Representation

Component Analysis

Transfer Learning

Top Venues

J. Intell. Manuf.

Publications

Werner Zellinger, Thomas Grubinger, Michael Zwick, Edwin Lughofer, Holger Schöner, Thomas Natschläger, Susanne Saminger-Platz
Multi-source transfer learning of time series in cyclical manufacturing. J. Intell. Manuf. 31 (3) (2020)
Werner Zellinger, Bernhard Alois Moser, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Robust unsupervised domain adaptation for neural networks via moment alignment. Inf. Sci. 483 (2019)
Lisa Ehrlinger, Thomas Grubinger, Bence Varga, Mario Pichler, Thomas Natschläger, Jürgen Zeindl
Treating Missing Data in Industrial Data Analytics. ICDIM (2018)
Werner Zellinger, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning. CoRR (2017)
Werner Zellinger, Bernhard Alois Moser, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment. CoRR (2017)
Werner Zellinger, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning. ICLR (Poster) (2017)
Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes
Multi-Domain Transfer Component Analysis for Domain Generalization. Neural Process. Lett. 46 (3) (2017)
Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
Generalized Online Transfer Learning for Climate Control in Residential Buildings. CoRR (2016)
Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
Online transfer learning for climate control in residential buildings. ECC (2016)
Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes
Domain Generalization Based on Transfer Component Analysis. IWANN (1) (2015)
Thomas Grubinger, Conrad Kobel, Karl Peter Pfeiffer
Regression tree construction by bootstrap: Model search for DRG-systems applied to Austrian health-data. BMC Medical Informatics Decis. Mak. 10 (2010)