Maximilian Nickel
I received a diploma degree in computer science from the Ludwig-Maximilians-University of Munich in 2009. Currently, I’m a Ph.D. student at the Department for Informatics of the Ludwig-Maximilians-University of Munich under supervision of Volker Tresp and Hans-Peter Kriegel.
Research Interests
- Machine Learning
- Statistical Relational Learning
- Tensor Factorizations
- Semantic Web and Linked Data
- Metric and Manifold Learning
Code & Datasets
| RESCAL.py | Code | Documentation |
| US-Presidents Dataset | RDF | Matlab |
Publications
- Maximilian Nickel ,
- Volker Tresp ,
- Hans-Peter Kriegel
A Three-Way Model for Collective Learning on Multi-Relational Data
in Proceedings of the 28th International Conference on Machine Learning, 2011 , Bellevue, WA, USA
[PDF] [Video] [Slides]- Yi Huang ,
- Maximilian Nickel ,
- Volker Tresp ,
- Hans-Peter Kriegel
A Scalable Kernel Approach to Learning in Semantic Graphs with Applications to Linked Data
in Proceedings of the 1st Workshop on Mining the Future Internet, 2010- Maximilian Nickel ,
- Volker Tresp
Three-Way DEDICOM for Relational Learning
in NIPS 2010 Workshop - Tensors, Kernels and Machine Learning, 2010 , Whistler, Canada