Volker Tresp
Siemens (Germany)(DE)Munich Center for Quantum Science and Technology(DE)Ludwig-Maximilians-Universität München(DE)
Publications by Year
Research Areas
Topic Modeling, Advanced Graph Neural Networks, Multimodal Machine Learning Applications, Neural Networks and Applications, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- Proceedings of the 13th International Conference on Neural Information Processing Systems(2000)
- A Three-Way Model for Collective Learning on Multi-Relational Data(2011)
- → A Review of Relational Machine Learning for Knowledge Graphs(2015)1,613 cited
- → A Bayesian Committee Machine(2000)415 cited
- → Learning Gaussian processes from multiple tasks(2005)390 cited
- → Factorizing YAGO(2012)376 cited
- → Active learning via transductive experimental design(2006)353 cited
- → Probabilistic memory-based collaborative filtering(2004)