Concepedia

Valeriya Naumova

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Statistics

Publications

13

Citations

310

H-Index

11

Active since

2011

Affiliations

Johann Radon Institute for Computational and Applied Mathematics(Current)

Simula Research Laboratory

Austrian Academy of Sciences

Simula Metropolitan Center for Digital Engineering

Universität Innsbruck

Valeriya Naumova is an author at Johann Radon Institute for Computational and Applied Mathematics specializing in engineering, inverse problems, and machine learning.

Top concepts

Publications per year

2011–2022

13

Publications

13

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

Valeriya Naumova, Sergei V. Pereverzyev, S. Sivananthan · Neural Networks · 2012 · 62 citations

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Nationwide rollout reveals efficacy of epidemic control through digital contact tracing

Ahmed Elmokashfi, Joakim Sundnes, Amund Kvalbein et al. · Nature Communications · 2021 · 45 citations · Full text

Assessment of Blood Glucose Predictors: The Prediction-Error Grid Analysis

S. Sivananthan, Valeriya Naumova, Chiara Dalla Man et al. · Diabetes Technology & Therapeutics · 2011 · 35 citations · Full text

Parameter Choice Strategies for Multipenalty Regularization

Massimo Fornasier, Valeriya Naumova, Sergei V. Pereverzyev · SIAM Journal on Numerical Analysis · 2014 · 31 citations

Multi-penalty regularization with a component-wise penalization

Valeriya Naumova, Sergei V. Pereverzyev · Inverse Problems · 2013 · 27 citations

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