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Complex and Holographic Embeddings of Knowledge Graphs: A Comparison


Jul 23, 2017
Théo Trouillon, Maximilian Nickel

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Poincaré Embeddings for Learning Hierarchical Representations


May 26, 2017
Maximilian Nickel, Douwe Kiela

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Relational Models


Sep 11, 2016
Volker Tresp, Maximilian Nickel

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Holographic Embeddings of Knowledge Graphs


Dec 07, 2015
Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio

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* To appear in AAAI-16 

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A Review of Relational Machine Learning for Knowledge Graphs


Sep 28, 2015
Maximilian Nickel, Kevin Murphy, Volker Tresp, Evgeniy Gabrilovich

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* To appear in Proceedings of the IEEE 

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Logistic Tensor Factorization for Multi-Relational Data


Jun 10, 2013
Maximilian Nickel, Volker Tresp

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* Accepted at ICML 2013 Workshop "Structured Learning: Inferring Graphs from Structured and Unstructured Inputs" (SLG 2013) 

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