1.7k citations · 2.4k across the 47 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2015★ 1.7k cited
A Review of Relational Machine Learning for Knowledge Graphs
Maximilian Nickel, Kevin Murphy, Volker Tresp +1
Relational machine learning studies methods for the statistical analysis of relational, or graph-structured, data. In this paper, we provide a review of how such statistical models…
stat.ML2013★ 37 cited
Logistic Tensor Factorization for Multi-Relational Data
Maximilian Nickel, Volker Tresp
Tensor factorizations have become increasingly popular approaches for various learning tasks on structured data. In this work, we extend the RESCAL tensor factorization, which has…