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List of works by Maximilian Nickel

A Review of Relational Machine Learning for Knowledge Graphs ⬇️

scientific article

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

scientific article

Complex and Holographic Embeddings of Knowledge Graphs: A Comparison ⬇️

scientific article

Factorizing YAGO

scientific article (publication date: 2012)

Fast Linear Model for Knowledge Graph Embeddings ⬇️

scientific article published on 30 October 2017

Holographic Embeddings of Knowledge Graphs ⬇️

scientific article

Hyperbolic Graph Neural Networks ⬇️

Poincaré Embeddings for Learning Hierarchical Representations ⬇️

scientific article (publication date: 26 May 2017)

Poincaré maps for analyzing complex hierarchies in single-cell data

scientific article published on 11 June 2020

Querying Factorized Probabilistic Triple Databases

scientific article published at ISWC 2014

Reducing the Rank in Relational Factorization Models by Including Observable Patterns ⬇️

scientific article published in January 2014

Riemannian Continuous Normalizing Flows ⬇️

scientific article published in November 2020

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