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Browsing School of Science and Technology (2015-2019) by Subject "regularization"

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Browsing School of Science and Technology (2015-2019) by Subject "regularization"

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  • Adaptive cross approximation for ill-posed problems 
    Mach, Thomas; Reichel, Lothar; Van Barel, Marc; Vandebril, R. (Journal of Computational and Applied Mathematics, 2016-09-01)
    Integral equations of the first kind with a smooth kernel and perturbed right-hand side, which represents available contaminated data, arise in many applications. Discretization gives rise to linear systems of equations ...
  • Initial Explorations on Regularizing the SCRN Model 
    Kabdolov, Olzhas (Nazarbayev University School of Science and Technology, 2018-05)
    Recurrent neural networks are very powerful sequence models which are used for language modeling as well. Under correct regularization such as naive dropout these models are able to achieve substantial improvement in their ...