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04/11/2023
Generative Modeling via Hierarchical Tensor Sketching
We propose a hierarchical tensor-network approach for approximating high...
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08/08/2022
Generalization and Overfitting in Matrix Product State Machine Learning Architectures
While overfitting and, more generally, double descent are ubiquitous in ...
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07/28/2020
The ITensor Software Library for Tensor Network Calculations
ITensor is a system for programming tensor network calculations with an ...
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10/16/2019
Modeling Sequences with Quantum States: A Look Under the Hood
Classical probability distributions on sets of sequences can be modeled ...
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03/30/2018
Towards Quantum Machine Learning with Tensor Networks
Machine learning is a promising application of quantum computing, but ch...
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05/18/2016