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04/06/2020
Simulating Noisy Quantum Circuits with Matrix Product Density Operators
Simulating quantum circuits with classical computers requires resources ...
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01/14/2020
Domain Adaption for Knowledge Tracing
With the rapid development of online education system, knowledge tracing...
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05/27/2019
Enhancing Item Response Theory for Cognitive Diagnosis
Cognitive diagnosis is a fundamental and crucial task in many educationa...
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04/11/2019
Compressing deep neural networks by matrix product operators
A deep neural network is a parameterization of a multi-layer mapping of ...
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01/08/2019
Tree Tensor Networks for Generative Modeling
Matrix product states (MPS), a tensor network designed for one-dimension...
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12/12/2017
Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines
We compare and contrast the statistical physics and quantum physics insp...
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01/17/2017