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08/28/2022
Automatic Infectious Disease Classification Analysis with Concept Discovery
Automatic infectious disease classification from images can facilitate n...
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02/28/2022
Semi-supervised Nonnegative Matrix Factorization for Document Classification
We propose new semi-supervised nonnegative matrix factorization (SSNMF) ...
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08/03/2021
Geometry of Linear Convolutional Networks
We study the family of functions that are represented by a linear convol...
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10/15/2020
Semi-supervised NMF Models for Topic Modeling in Learning Tasks
We propose several new models for semi-supervised nonnegative matrix fac...
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10/22/2019
Stochastic Feedforward Neural Networks: Universal Approximation
In this chapter we take a look at the universal approximation question f...
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06/13/2019