4.7k citations · 6.4k across the 32 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2017★ 105 cited
Machine Learning by Unitary Tensor Network of Hierarchical Tree Structure
Ding Liu, Shi-Ju Ran, Peter Wittek +4
The resemblance between the methods used in quantum-many body physics and in machine learning has drawn considerable attention. In particular, tensor networks (TNs) and deep learni…
stat.ML2016★ 28 cited
Quantum Enhanced Inference in Markov Logic Networks
Peter Wittek, Christian Gogolin
Markov logic networks (MLNs) reconcile two opposing schools in machine learning and artificial intelligence: causal networks, which account for uncertainty extremely well, and firs…