45 citations · 96 across the 11 of their papers we have counts for
Showing quant-phShow all
2 papers · 1 filter
quant-ph2020
Quantum Machine Learning Algorithm for Knowledge Graphs
Yunpu Ma, Volker Tresp
Semantic knowledge graphs are large-scale triple-oriented databases for knowledge representation and reasoning. Implicit knowledge can be inferred by modeling and reconstructing th…
quant-ph2019
Variational Quantum Circuit Model for Knowledge Graphs Embedding
Yunpu Ma, Volker Tresp, Liming Zhao +1
In this work, we propose the first quantum Ansätze for the statistical relational learning on knowledge graphs using parametric quantum circuits. We introduce two types of variatio…