Sergei Pereverzyev V

K. Hlavackova-Schindler, V. Naumova and S. Pereverzyev

Multi-penalty regularization for detecting relevant variables

Recent Applications of Harmonic Analysis to Function Spaces, Differential Equations, and Data Science

V. Naumova, L. Nita, J. Poulsen and S. Pereverzyev

Meta-Learning Based Blood Glucose Predictor for Diabetic Smartphone App

Prediction Methods for Blood Glucose Concentration. Lecture Notes in Bioengineering.

V. Naumova, K. Hlavackova-Schindler and S. Pereverzyev

Granger Causality for Ill-Posed Problems: Ideas, Methods, and Application in Life Sciences

Statistics and Causality: Methods for Applied Empirical Research

K. Hlavackova-Schindler, V. Naumova and S. Pereverzyev

Multi-Penalty Regularization for Detecting Relevant Variables

Computational Statistics and Data Analysis

V. Naumova, M. Fornasier and S. Pereverzyev

Parameter Choice Strategies for Multi-Penalty Regularization

SIAM Journal on Numerical Analysis

V. Naumova, S. Pereverzyev and P. Tkachenko

Regularized collocation for spherical harmonics gravitational field modeling

GEM - International Journal on Geomathematics

V. Naumova, S. Pereverzyev, L. Nita and J. Poulsen

Meta-Learning Based Blood Glucose Predictor for Diabetic Smartphone App

M. Fornasier, V. Naumova and S. Pereverzyev

Multi-Parameter Regularization and High-Dimensional Learning

V. Naumova and S. Pereverzyev

Multi-penalty regularization with a component-wise penalization

Inverse Problems

V. Naumova, S. Pereverzyev and S. Sampath

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

Neural Networks

S. Sivananthan, V. Naumova, C. D. Man, A. Facchinetti, E. Renard, C. Cobelli and S. Pereverzyev

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

Diabetes Technology & Therapeutics

V. Naumova, S. Pereverzyev and S. Sampath

Extrapolation in variable RKHSs with application to the blood glucose reading

Inverse Problems

V. Naumova, S. Pereverzyev and S. Sampath

Reading blood glucose from subcutaneous electric current by means of a regularization in variable Reproducing Kernel Hilbert Spaces

IEEE Conference on Decision and Control and European Control Conference