190 citations
- University of TsukubaJP50 papers
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- Japan Aerospace Exploration AgencyJP3 papers
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Showing 2016Show all
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math.NA2016
Solving large-scale nonlinear eigenvalue problems by rational interpolation approach and resolvent sampling based Rayleigh-Ritz method
Jinyou Xiao, Chuanzeng Zhang, Tsung-Ming Huang +1
Numerical solution of nonlinear eigenvalue problems (NEPs) is frequently encountered in computational science and engineering. The applicability of most existing methods is limited…
cs.LG2016★ 1 cited
Alternating optimization method based on nonnegative matrix factorizations for deep neural networks
Tetsuya Sakurai, Akira Imakura, Yuto Inoue +1
The backpropagation algorithm for calculating gradients has been widely used in computation of weights for deep neural networks (DNNs). This method requires derivatives of objectiv…