Valeriya Naumova

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All published works

Action	Title	Year	Authors
+	Multi-parameter Approaches in Image Processing	2023	Markus Grasmair Valeriya Naumova
+	StreaMRAK a streaming multi-resolution adaptive kernel algorithm	2022	Andreas Oslandsbotn Željko Kereta Valeriya Naumova Yoav Freund Alexander Cloninger
+ PDF Chat	Chapter 6 Digital tracing, validation, and reporting	2022	Ahmed Elmokashfi Simon W. Funke Timo Klock Miroslav Kuchta Valeriya Naumova Julie Uv
+	On an unsupervised method for parameter selection for the elastic net	2021	Željko Kereta Valeriya Naumova
+ PDF Chat	Nationwide rollout reveals efficacy of epidemic control through digital contact tracing	2021	Ahmed Elmokashfi Joakim Sundnes Amund Kvalbein Valeriya Naumova Sven-Arne Reinemo Per Magne Florvaag Håkon Kvale Stensland Olav Lysne
+	SreaMRAK a Streaming Multi-Resolution Adaptive Kernel Algorithm.	2021	Andreas Oslandsbotn Željko Kereta Valeriya Naumova Yoav Freund Alexander Cloninger
+ PDF Chat	Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel	2021	Ernesto De Vito Željko Kereta Valeriya Naumova Lorenzo Rosasco Stefano Vigogna
+ PDF Chat	Nationwide rollout reveals efficacy of epidemic control through digital contact tracing	2021	Ahmed Elmokashfi Joakim Sundnes Amund Kvalbein Valeriya Naumova Sven-Arne Reinemo Per Magne Florvaag Håkon Kvale Stensland Olav Lysne
+	Computational approaches to non-convex, sparsity-inducing multi-penalty regularization	2021	Željko Kereta Johannes Maly Valeriya Naumova
+	StreaMRAK a Streaming Multi-Resolution Adaptive Kernel Algorithm	2021	Andreas Oslandsbotn Željko Kereta Valeriya Naumova Yoav Freund Alexander Cloninger
+ PDF Chat	A machine learning approach to optimal Tikhonov regularization I: Affine manifolds	2020	Ernesto De Vito Massimo Fornasier Valeriya Naumova
+ PDF Chat	Robust recovery of low-rank matrices with non-orthogonal sparse decomposition from incomplete measurements	2020	Massimo Fornasier Johannes Maly Valeriya Naumova
+ PDF Chat	Nonlinear generalization of the monotone single index model	2020	Željko Kereta Timo Klock Valeriya Naumova
+	Construction and Monte Carlo estimation of wavelet frames generated by a reproducing kernel	2020	Ernesto De Vito Željko Kereta Valeriya Naumova Lorenzo Rosasco Stefano Vigogna
+	Construction and Monte Carlo estimation of wavelet frames generated by a reproducing kernel	2020	Ernesto De Vito Željko Kereta Valeriya Naumova Lorenzo Rosasco Stefano Vigogna
+	Linear convergence and support recovery for non-convex multi-penalty regularization	2019	Željko Kereta Johannes Maly Valeriya Naumova
+	Computational approaches to non-convex, sparsity-inducing multi-penalty regularization.	2019	Željko Kereta Johannes Maly Valeriya Naumova
+ PDF Chat	Monte Carlo wavelets: a randomized approach to frame discretization	2019	Željko Kereta Stefano Vigogna Valeriya Naumova Lorenzo Rosasco Ernesto De Vito
+	Monte Carlo wavelets: a randomized approach to frame discretization	2019	Željko Kereta Stefano Vigogna Valeriya Naumova Lorenzo Rosasco Ernesto De Vito
+	Nonlinear generalization of the single index model.	2019	Željko Kereta Timo Klock Valeriya Naumova
+	Computational approaches to non-convex, sparsity-inducing multi-penalty regularization	2019	Željko Kereta Johannes Maly Valeriya Naumova
+	Monte Carlo wavelets: a randomized approach to frame discretization	2019	Željko Kereta Stefano Vigogna Valeriya Naumova Lorenzo Rosasco Ernesto De Vito
+	Adaptive multi-penalty regularization based on a generalized Lasso path	2018	Markus Grasmair Timo Klock Valeriya Naumova
+ PDF Chat	Fast dictionary learning from incomplete data	2018	Valeriya Naumova Karin Schnass
+	Robust Recovery of Low-Rank Matrices with Non-Orthogonal Sparse Decomposition from Incomplete Measurements	2018	Massimo Fornasier Johannes Maly Valeriya Naumova
+	Robust Recovery of Low-Rank Matrices with Non-Orthogonal Sparse Decomposition from Incomplete Measurements	2018	Massimo Fornasier Johannes Maly Valeriya Naumova
+	Adaptive multi-penalty regularization based on a generalized Lasso path	2017	Markus Grasmair Timo Klock Valeriya Naumova
+	Multi-Penalty Regularization for Detecting Relevant Variables	2017	Kateřina Hlaváčková‐Schindler Valeriya Naumova Sergiy Pereverzyev
+	Adaptive multi-penalty regularization based on a generalized Lasso path	2017	Markus Grasmair Timo Klock Valeriya Naumova
+ PDF Chat	Conditions on optimal support recovery in unmixing problems by means of multi-penalty regularization	2016	Markus Grasmair Valeriya Naumova
+	A Machine Learning Approach to Optimal Tikhonov Regularisation I: Affine Manifolds	2016	Ernesto De Vito Massimo Fornasier Valeriya Naumova
+ PDF Chat	Minimization of multi-penalty functionals by alternating iterative thresholding and optimal parameter choices	2014	Valeriya Naumova Steffen Peter
+ PDF Chat	Parameter Choice Strategies for Multipenalty Regularization	2014	Massimo Fornasier Valeriya Naumova Sergei V. Pereverzyev
+ PDF Chat	Regularized collocation for spherical harmonics gravitational field modeling	2013	Valeriya Naumova Sergei V. Pereverzyev Павло Іванович Ткаченко
+ PDF Chat	Filtered Legendre expansion method for numerical differentiation at the boundary point with application to blood glucose predictions	2013	H. N. Mhaskar Valeriya Naumova Sergei V. Pereverzyev
+	Multi-penalty regularization with a component-wise penalization	2013	Valeriya Naumova Sergei V. Pereverzyev
+	Legendre polynomials as a recommended basis for numerical differentiation in the presence of stochastic white noise	2012	Shuai Lu Valeriya Naumova Sergei V. Pereverzev
+	Numerical differentiation by means of Legendre polynomials in the presence of square summable noise	2012	Shuai Lu Valeriya Naumova Sergei V. Pereverzyev
+	Extrapolation in variable RKHSs with application to the blood glucose reading	2011	Valeriya Naumova Sergei V. Pereverzyev S. Sivananthan

Common Coauthors

Coauthor	Papers Together
Željko Kereta	16
Ernesto De Vito	8
Johannes Maly	7
Massimo Fornasier	6
Lorenzo Rosasco	6
Timo Klock	6
Sergei V. Pereverzyev	6
Stefano Vigogna	6
Markus Grasmair	5
Ahmed Elmokashfi	3
Alexander Cloninger	3
Yoav Freund	3
Andreas Oslandsbotn	3
Per Magne Florvaag	2
Amund Kvalbein	2
Olav Lysne	2
Joakim Sundnes	2
Sven-Arne Reinemo	2
Shuai Lu	2
Håkon Kvale Stensland	2
Sergei V. Pereverzev	1
Sergiy Pereverzyev	1
S. Sivananthan	1
Kateřina Hlaváčková‐Schindler	1
Miroslav Kuchta	1
Simon W. Funke	1
Julie Uv	1
Karin Schnass	1
H. N. Mhaskar	1
Steffen Peter	1
Павло Іванович Ткаченко	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Regularization of Inverse Problems	1996	Heinz W. Engl Martin Hanke Andreas B. Neubauer	14
+ PDF Chat	Minimization of multi-penalty functionals by alternating iterative thresholding and optimal parameter choices	2014	Valeriya Naumova Steffen Peter	7
+ PDF Chat	Noise Folding in Compressed Sensing	2011	Ery Arias-Castro Yonina C. Eldar	6
+ PDF Chat	Conditions on optimal support recovery in unmixing problems by means of multi-penalty regularization	2016	Markus Grasmair Valeriya Naumova	6
+ PDF Chat	Damping Noise-Folding and Enhanced Support Recovery in Compressed Sensing	2015	Steffen Peter Marco Artina Massimo Fornasier	6
+	Sparsity-enforcing regularisation and ISTA revisited	2016	Ingrid Daubechies Michel Defrise Christine De Mol	5
+	Adaptive multi-penalty regularization based on a generalized Lasso path	2018	Markus Grasmair Timo Klock Valeriya Naumova	5
+ PDF Chat	Multi-parameter regularization and its numerical realization	2010	Shuai Lu Sergei V. Pereverzev	5
+	Wavelets on graphs via spectral graph theory	2010	David K. Hammond Pierre Vandergheynst Rémi Gribonval	5
+	Use of the regularization method in non-linear problems	1965	А. Н. Тихонов V. B. Glasko	5
+ PDF Chat	Comparingparameter choice methods for regularization of ill-posed problems	2011	Frank Bauer Mark A. Lukas	5
+	Iterative hard thresholding for compressed sensing	2009	Thomas Blumensath Mike E. Davies	4
+	The discretization problem for continuous frames	2019	Daniel Freeman Darrin Speegle	4
+	Multi-penalty regularization with a component-wise penalization	2013	Valeriya Naumova Sergei V. Pereverzyev	4
+ PDF Chat	Information Theoretic Bounds for Compressed Sensing	2010	Shuchin Aeron Venkatesh Saligrama Manqi Zhao	4
+	Global error bounds for piecewise convex polynomials	2011	Guoyin Li	4
+ PDF Chat	Least angle regression	2004	Bradley Efron Trevor Hastie Iain M. Johnstone Robert Tibshirani	4
+	On Learning with Integral Operators	2010	Lorenzo Rosasco Mikhail A. Belkin Ernesto De Vito	4
+ PDF Chat	Geometric Space–Frequency Analysis on Manifolds	2016	Hans G. Feichtinger Hartmut Führ Isaac Z. Pesenson	4
+ PDF Chat	Heat Kernel Generated Frames in the Setting of Dirichlet Spaces	2012	Thierry Coulhon G. Kerkyacharian Pencho Petrushev	4
+	Regularization of some linear ill-posed problems with discretized random noisy data	2006	Peter Mathé Sergei V. Pereverzev	4
+	On the convergence of the quasioptimality criterion for (iterated) Tikhonov regularization	2008	Stefan Kindermann Andreas B. Neubauer	4
+	<formula formulatype="inline"> <tex Notation="TeX">$L_{1/2}$</tex></formula> Regularization: A Thresholding Representation Theory and a Fast Solver	2012	Zongben Xu Xiangyu Chang Fengmin Xu Hai Zhang	4
+ PDF Chat	Introduction to the non-asymptotic analysis of random matrices	2012	Roman Vershynin	4
+	Geometry of linear ill-posed problems in variable Hilbert scales	2003	Peter Math� Sergei V. Pereverzev	4
+ PDF Chat	Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality	2010	Hédy Attouch Jérôme Bolte Patrick Redont Antoine Soubeyran	4
+	Diffusion polynomial frames on metric measure spaces	2007	Mauro Maggioni H. N. Mhaskar	4
+	On the Regularization of Ill-Posed Problems	1987	Karl Heinz Ilk	3
+	FALKON: An Optimal Large Scale Kernel Method	2017	Alessandro Rudi Luigi Carratino Lorenzo Rosasco	3
+ PDF Chat	Construction of Tight Frames on Graphs and Application to Denoising	2018	Franziska Göbel Gilles Blanchard Ulrike von Luxburg	3
+ PDF Chat	Multi-parameter Tikhonov regularization	2011	Kazufumi Ito Bangti Jin Tomoya Takeuchi	3
+ PDF Chat	Optimal Order of Convergence and (In)Tractability of Multivariate Approximation of Smooth Functions	2009	Erich Novak Henryk Woźniakowski	3
+	Numerical differentiation from a viewpoint of regularization theory	2006	Shuai Lu Sergei V. Pereverzev	3
+ PDF Chat	Continuous Frames, Function Spaces, and the Discretization Problem	2005	Massimo Fornasier Holger Rauhut	3
+ PDF Chat	Adaptive Kernel Methods Using the Balancing Principle	2010	Ernesto De Vito Sergei V. Pereverzyev Lorenzo Rosasco	3
+ PDF Chat	A Correspondence Between Bayesian Estimation on Stochastic Processes and Smoothing by Splines	1970	George Kimeldorf Grace Wahba	3
+	Uncertainty Principles and Signal Recovery	1989	David L. Donoho Philip B. Stark	3
+ PDF Chat	Regularization of linear inverse problems with total generalized variation	2014	Kristian Bredies Martin Höller	3
+	Uncertainty principles and ideal atomic decomposition	2001	David L. Donoho Xiaoming Huo	3
+ PDF Chat	Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions	2011	Nathan Halko Per‐Gunnar Martinsson Joel A. Tropp	3
+	Efficient determination of multiple regularization parameters in a generalized L-curve framework	2002	M. Belge Misha E. Kilmer Eric L. Miller	3
+	About the Balancing Principle for Choice of the Regularization Parameter	2009	Uno Hämarik Toomas Raus	3
+	A truncated Legendre spectral method for solving numerical differentiation	2010	Zhenyu Zhao	3
+	How general are general source conditions?	2008	Peter Mathé Bernd Hofmann	3
+ PDF Chat	An iterative thresholding algorithm for linear inverse problems with a sparsity constraint	2004	Ingrid Daubechies Michel Defrise Christine De Mol	3
+ PDF Chat	Minimization of Non-smooth, Non-convex Functionals by Iterative Thresholding	2014	Kristian Bredies Dirk A. Lorenz Stefan Reiterer	3
+	Sampling theorems on locally compact groups from oscillation estimates	2006	Hartmut Führ Karlheinz Gröchenig	2
+ PDF Chat	A T(b) theorem with remarks on analytic capacity and the Cauchy integral	1990	Michael Christ	2
+	Non-parametric analysis of a generalized regression model	1987	Aaron K. Han	2
+ PDF Chat	Optimal Global Rates of Convergence for Nonparametric Regression	1982	Charles J. Stone	2