Picture for Maximilian Nickel

Maximilian Nickel

Complex and Holographic Embeddings of Knowledge Graphs: A Comparison

Jul 23, 2017
Théo Trouillon, Maximilian Nickel

Figure 1 for Complex and Holographic Embeddings of Knowledge Graphs: A Comparison

Figure 2 for Complex and Holographic Embeddings of Knowledge Graphs: A Comparison

Access Paper or Ask Questions

Poincaré Embeddings for Learning Hierarchical Representations

May 26, 2017
Maximilian Nickel, Douwe Kiela

Figure 1 for Poincaré Embeddings for Learning Hierarchical Representations

Figure 2 for Poincaré Embeddings for Learning Hierarchical Representations

Figure 3 for Poincaré Embeddings for Learning Hierarchical Representations

Figure 4 for Poincaré Embeddings for Learning Hierarchical Representations

Access Paper or Ask Questions

Relational Models

Sep 11, 2016
Volker Tresp, Maximilian Nickel

Figure 1 for Relational Models

Figure 2 for Relational Models

Figure 3 for Relational Models

Figure 4 for Relational Models

Access Paper or Ask Questions

Holographic Embeddings of Knowledge Graphs

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

Figure 1 for Holographic Embeddings of Knowledge Graphs

Figure 2 for Holographic Embeddings of Knowledge Graphs

Figure 3 for Holographic Embeddings of Knowledge Graphs

Figure 4 for Holographic Embeddings of Knowledge Graphs

* To appear in AAAI-16

Access Paper or Ask Questions

A Review of Relational Machine Learning for Knowledge Graphs

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

Figure 1 for A Review of Relational Machine Learning for Knowledge Graphs

Figure 2 for A Review of Relational Machine Learning for Knowledge Graphs

Figure 3 for A Review of Relational Machine Learning for Knowledge Graphs

Figure 4 for A Review of Relational Machine Learning for Knowledge Graphs

* To appear in Proceedings of the IEEE

Access Paper or Ask Questions

Logistic Tensor Factorization for Multi-Relational Data

Jun 10, 2013
Maximilian Nickel, Volker Tresp

Figure 1 for Logistic Tensor Factorization for Multi-Relational Data

Figure 2 for Logistic Tensor Factorization for Multi-Relational Data

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

Access Paper or Ask Questions