7 citations · 14 across the 3 of their papers we have counts for
3 papers
stat.ML2020★ 7 cited
A Multi-Scale Tensor Network Architecture for Classification and Regression
Justin Reyes, Miles Stoudenmire
We present an algorithm for supervised learning using tensor networks, employing a step of preprocessing the data by coarse-graining through a sequence of wavelet transformations.…
cond-mat.str-el2019★ 7 cited
Finite temperature density matrix embedding theory
Chong Sun, Ushnish Ray, Zhi-Hao Cui +3
We describe a formulation of the density matrix embedding theory at finite temperature. We present a generalization of the ground-state bath orbital construction that embeds a mean…
cond-mat.str-el2017
Monte Carlo Tensor Network Renormalization
William Huggins, C. Daniel Freeman, Miles Stoudenmire +2
Techniques for approximately contracting tensor networks are limited in how efficiently they can make use of parallel computing resources. In this work we demonstrate and character…