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Volker Tresp

Researcher Next ID · RN-000235

Professor · Computer Science

Siemens (Germany)

Munich, Germany

Not currently recruitingFunding unknown
Works count
454
Citation count
16,606
H-index
58
i10-index
185

About

454 publications and 16,603 citations recorded on OpenAlex.

Research interests

Computer Science
Topic Modeling
Advanced Graph Neural Networks
Multimodal Machine Learning Applications
Neural Networks and Applications
Domain Adaptation and Few-Shot Learning

Publications

  • A Review of Relational Machine Learning for Knowledge Graphs

    Proceedings of the IEEE · 2015 · 10.1109/jproc.2015.2483592

  • A Three-Way Model for Collective Learning on Multi-Relational Data

    Journal · 2011

  • Learning Gaussian processes from multiple tasks

    Journal · 2005 · 10.1145/1102351.1102479

  • Proceedings of the 13th International Conference on Neural Information Processing Systems

    Journal · 2000

  • A Bayesian Committee Machine

    Neural Computation · 2000 · 10.1162/089976600300014908

Current projects

    No projects listed.