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Most recent publications

E. De Vito, Z. Kereta and V. Naumova

A Learning Theory Approach to a Computationally Efficient Parameter Selection for the Elastic Net

arXiv (2018).
Journal Article
2018
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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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News

29 May 2019
People

Four projects receive funding from IKT pluss

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

Students under supervision

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Export 8 results:
2018

Journal articles

E. De Vito, Z. Kereta and V. Naumova

A Learning Theory Approach to a Computationally Efficient Parameter Selection for the Elastic Net

arXiv (2018).
Status: Submitted

Posters

Z. Kereta, T. Klock and V. Naumova

Inference and estimation for nonlinear single index models

Machine Learning Summer School Spain, 2018.
Status: Published
Z. Kereta, T. Klock and V. Naumova

A geometrical approach for nonlinear single-index model estimation

ICML Workshop Stockholm, 2018.
Status: Published

Talks, invited

V. Naumova and Z. Kereta

A machine learning approach to optimal regularization: Affine Manifolds

In NTNU, Norway, 2018.
Status: Published
V. Naumova and T. Klock

Multi-parameter regularization for solving inverse problems of unmixing type

In University of Cambridge, UK, 2018.
Status: Published
V. Naumova and Z. Kereta

A machine learning approach to optimal regularization

In European Women in Mathematics, Graz, Austria, 2018.
Status: Published
V. Naumova and Z. Kereta

A machine learning approach for adaptive parameter selection

In University of Oslo, Norway, 2018.
Status: Published

Talks, contributed

Z. Kereta, T. Klock and V. Naumova

Nonlinear estimation of single index models

In Nonlinear Data: Theory and Algorithms Oberwolfach, 2018.
Status: Published