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Elizabeth Newman

Projected Tensor-Tensor Products for Efficient Computation of Optimal Multiway Data Representations

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Sep 28, 2024
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Optimal Matrix-Mimetic Tensor Algebras via Variable Projection

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Jun 11, 2024
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slimTrain -- A Stochastic Approximation Method for Training Separable Deep Neural Networks

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Sep 28, 2021
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Train Like a Pro: Efficient Training of Neural Networks with Variable Projection

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Jul 26, 2020
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Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications

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Sep 25, 2019
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Stable Tensor Neural Networks for Rapid Deep Learning

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Nov 15, 2018
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Image classification using local tensor singular value decompositions

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Jun 29, 2017
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