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2015
V. Naumova, K. Hlavackova-Schindler and S. V. Pereverzyev. "Granger Causality for Ill-Posed Problems: Ideas, Methods, and Application in Life Sciences." In Statistics and Causality: Methods for Applied Empirical Research, edited by W. Wiedermann and A. von Eye, 1-41. West Sussex, United Kingdom: John Wiley & Sons Limited Wiley, 2015.
K. Hlavackova-Schindler, V. Naumova and S. V. Pereverzyev. "Multi-penalty regularization for detecting relevant variables." Applied Mathematics and Computation (2015).PDF icon pp_11_2014-1.pdf (390.69 KB)
2014
V. Naumova. Autumn School on Mathematical Imaging and Statistical Learning In University of Verona., 2014.
V. Naumova. Meta-Learning Approach to the Image Denoising Problem In SIAM Conference on Imaging Science., 2014.
V. Naumova. Meta-Learning Based Blood Glucose Predictor for Diabetic Smartphone App In Workshop on Design, use and evaluation of prediction methods for blood glucose concentration., 2014.
V. Naumova, S. V. Pereverzyev, L. Nita and J. Poulsen. Meta-Learning Based Blood Glucose Predictor for Diabetic Smartphone App., 2014.
V. Naumova and S. Peter. "Minimization of Multi-Penalty Functionals by Alternating Iterative Thresholding and Optimal Parameter Choices." Inverse Problems 30 (2014): 1-35.
V. Naumova. Minimization of Multi-Penalty Functionals by Alternating Iterative Thresholding and Optimal Parameter Choices In SIAM Conference on Uncertainty Quantification., 2014.
M. Fornasier, V. Naumova and S. V. Pereverzyev. Multi-Parameter Regularization and High-Dimensional Learning. Savannah, USA: SIAM Uncertainty Quantification, 2014.
K. Hlavackova-Schindler, V. Naumova and S. V. Pereverzyev. "Multi-Penalty Regularization for Detecting Relevant Variables." Computational Statistics and Data Analysis (2014).
V. Naumova. Multi-penalty Regularization for High-Dimensional Data Learning In UCSD., 2014.
V. Naumova. Numerical Methods for Diabetes Technology In UCSD., 2014.
V. Naumova, M. Fornasier and S. V. Pereverzyev. "Parameter Choice Strategies for Multi-Penalty Regularization." SIAM Journal on Numerical Analysis 52 (2014): 1770-1794.PDF icon simula.simula.2840.pdf (400.4 KB)
V. Naumova, S. V. Pereverzyev and P. Tkachenko. "Regularized collocation for spherical harmonics gravitational field modeling." GEM - International Journal on Geomathematics 5, no. 1 (2014): 81-98.PDF icon article9.pdf (574.14 KB)

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