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Selected publications

V. Naumova

Numerical Methods for Diabetes Technology

In Mathematical Algorithms for a Better Management of Type 1 Diabetes. Germany: LAP LAMBERT Academic Publishing, 2012.
Book
2012
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V. Naumova and S. Peter

Minimization of Multi-Penalty Functionals by Alternating Iterative Thresholding and Optimal Parameter Choices

Inverse Problems 30 (2014): 1-35.
Journal Article
2014
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V. Naumova, S. V. Pereverzyev and S. Sampath

A meta-learning approach to the regularized learning—Case study: Blood glucose prediction

Neural Networks 33 (2012): 181-193.
Journal Article
2012
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24 February 2020

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Background

PhD in Natural Sciences (Applied Mathematics)
Johannes Kepler University Linz and Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy of Sciences
December 2012

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2016

Talks, invited

V. Naumova

Innovative solution of unmixing problems by means of multi-penalty regularization: theoretical and algorithmical aspects

In University of Graz, 2016.
Status: Published
V. Naumova

Dictionary Learning from Incomplete Data

In 2016 SIAM Conference on Imaging Science, 2016.
Status: Published
V. Naumova

From Big Data to Big Insights

In EUMLS Final Conference, 2016.
Status: Published