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06/24/2022
From Tensor Network Quantum States to Tensorial Recurrent Neural Networks
We show that any matrix product state (MPS) can be exactly represented b...
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12/20/2021
NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems
We introduce version 3 of NetKet, the machine learning toolbox for many-...
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05/12/2021
Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks
Efficient sampling of complex high-dimensional probability densities is ...
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09/30/2020
RG-Flow: A hierarchical and explainable flow model based on renormalization group and sparse prior
Flow-based generative models have become an important class of unsupervi...
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12/06/2019
Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution
In this article, we focus on the analysis of the potential factors drivi...
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09/27/2018