Dr Valeriya Naumova
Address:
Simula Research Laboratory AS
Martin Linges 17
Fornebu, Norway
Tel.:
+47 401 02 113
Email:
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Conferences
- SIAM Conference on Imaging Science, Albuquerque, NM, USA, 26 May 2016
Talk 'Dictionary Learning from Incomplete Data.' - Norwegian conference on mental health, Oslo, Norway, 01 February 2016
Talk 'From Big Data to Big Insights.' - Autumn School on Mathematical Imaging and Statistical Learning, 2014, Verona, Italy, 16-23 October 2014
Course on 'Regularization Algorithms in Learning Theory'. - SIAM Conference on Imaging Science, Hong Kong, 14 May 2014
Talk 'Meta-Learning Approach to the Image Denoising Problem.' - SIAM Conference on Uncertainty Quantification, Savannah, Georgia, USA, 31 March 2014
Talk 'Minimization of multi-penalty functionals by alternating iterative thresholding and optimal parameter choices.' Organization of the minisymposium 'Multi-Parameter Regularization and High-Dimensional Learning.' - International Workshop on Inverse Problems and Regularization Theory, Shanghai, China, 27 September 2013
Talk 'Meta-Learning: towards flexibility and adaptivity in regularization.' - Applied Inverse Problems 2013, Daejeon, Korea, 05 July 2013
Talk 'Data-Driven and Problem-Oriented Multiple-Kernel Learning' at the Minisymposium 'Regularization Methods in Learning Theory.' - Fourth International Conference on Approximation Methods and Orthogonal Expansions, Conference is dedicated to the 75th Birthday of Prof. Gennadi Vainikko, Tartu, Estonia, 29 May 2013
Talk 'Filtered Legendre Expansion Method for Numerical Differentiation at the Boundary Point with Application to Blood Glucose Predictions.' - Geomathematics 2013, Workshop Honouring Willi Freeden's 65th Birthday, St. Martin / Palatinate, Germany, 16 April 2013
Talk 'Multi-Penalty Regularization with a Possible Application in Geomathematics.' - Workshop on Numerical Methods for Optimal Control and Inverse Problems, Munich, Germany, 12 March 2013
Talk 'Legendre Polynomials as a recommended basis for numerical differentiation in the presence of square summable or stochastic white noise.' - Oberwolfach Workshop 'Computational Inverse Problems,' Oberwolfach, Germany, 23 October 2012
Invited talk 'Regularization in variable RKHSs with Application to the Blood Glucose Reading.' - Dagstuhl Seminar 'Algorithms and Complexity for Continuous Problems,' Dagstuhl, Germany, 23 September 2012
Invited talk 'Learning in variable RKHSs with Application to the Blood Glucose Reading.' - Conference 'Inverse Problems: Modeling and Simulation,' Antalya, Turkey, 22 May 2012
Invited talk 'Learning-based regularization' at the Minisymposium 'Regularization and Parameter Choice.' - Conference 'Inverse Problems: Modeling and Simulation,' Antalya, Turkey, 22 May 2012
Invited talk 'Regularization methods in Blood Glucose prediction' at the Minisymposium 'Inverse Problems in Science and Industry.' - ESI Workshop on Computational Inverse Problems, Vienna, Austria, 24 April 2012
Talk 'Numerical Differentiation by means of Legendre Polynomials' at the Young Researchers Session. - Workshop on Numerical Methods for Optimal Control and Inverse Problems, Munich, Germany, 14 March 2012
Talk 'Extrapolation in variable RKHSs with application to the blood glucose reading.' - BiolMath Workshop at the Interface of Molecular Biology & Medicine and Computational & Applied Mathematics, Vienna, Austria, 16 February 2012
Poster presentation 'Extrapolation in variable RKHSs with application to the blood glucose reading and nocturnal hypoglycemia prediction.' - Advanced Technologies & Treatment for Diabetes, Barcelona, Spain, 10 February 2012
Poster presentation 'Prediction of Nocturnal Hypoglycemia from SMBG Measurements.' - Workshop on Inverse Problems and Imaging (RICAM), Linz, Austria, 30 January 2012
Talk 'A Meta-Learning Approach to the Regularized Learning -- Case Study: Blood Glucose Prediction.' - IEEE Conference on Decision and Control and European Control Conference 2011, Orlando, Florida, USA, 14 December 2011
Invited talk 'Reading blood glucose from subcutaneous electric current by means of a regularization in variable Reproducing Kernel Hilbert Spaces.' - Official Opening of Science Park 2, Linz, Austria, 28 October 2011
Presentation 'DIAdvisor Personal Glucose Predictive Diabetes Advisor.' - RICAM Special Semester on
Multiscale Simulation & Analysis in Energy and the Environment, Workshop 2: Large-Scale Inverse Problems and Applications in the Earth Sciences, Linz, Austria, 24 October 2011
Poster presentation 'Extrapolation in variable RKHSs with Application to the blood glucose reading.' - Chemnitz Symposium on Inverse Problems 2011, Germany, 23 September 2011
Talk 'Adaptive parameter choice for one-sided finite differerence schemes and its application in Diabetes Technology.' - European Women in Mathematics, Barcelona, Spain, 6 September 2011
Poster presentation 'Extrapolation in Variable RKHSs with Application to the Blood Glucose Reading.' - Foundation of Computational Mathematics, Budapest, Hungary, 4 July 2011
Invited talk 'Adaptive parameter choice for one-sided finite difference schemes and its application in Diabetes Technology.' - Research Seminar on Inverse Problems (RICAM), Linz, Austria, 10 June 2011
Talk 'Extrapolation in variable RKHSs with application to the blood glucose reading.' - Applied Inverse Problems 2011, College Station, USA, 26 May 2011
Invited talk 'Extrapolation in variable RKHSs with application to the blood glucose reading.' - Advanced Technologies & Treatment for Diabetes, London, UK, 18 February 2011
Poster presentation 'Assessment of Blood Glucose Predictors: The Prediction-Error Grid Analysis (PRED-EGA).' - Presentations at 13 decision-making panels with the representatives from 14 countries on ``DIAdvisor'' project, 2010--present.