Maximilian Nickel

CBMM Publications

M. Nickel, Rosasco, L., and Poggio, T., “Holographic Embeddings of Knowledge Graphs”, in Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, Arizona, USA, 2016.
M. Nickel, Murphy, K., Tresp, V., and Gabrilovich, E., “A Review of Relational Machine Learning for Knowledge Graphs”, Proceedings of the IEEE, vol. 104, no. 1, pp. 11 - 33, 2016.
M. Nickel, Murphy, K., Tresp, V., and Gabrilovich, E., “A Review of Relational Machine Learning for Knowledge Graphs: From Multi-Relational Link Prediction to Automated Knowledge Graph Construction”. 2015.
M. Nickel, Rosasco, L., and Poggio, T., “Holographic Embeddings of Knowledge Graphs”. 2015.
D. Krompaß, Nickel, M., and Tresp, V., “Querying Factorized Probabilistic Triple Databases”, in The Semantic Web – ISWC 2014, vol. 8797, Springer International Publishing, 2014, pp. 114-129.
M. Nickel, Jiang, X., and Tresp, V., “Reducing the Rank in Relational Factorization Models by Including Observable Patterns”, in Advances in Neural Information Processing Systems 27, Curran Associates, Inc., 2014, pp. 1179–1187.