Sergei V. Pereverzyev

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All published works

Action	Title	Year	Authors
+ PDF Chat	General regularization in covariate shift adaptation	2024	Duc Hoan Nguyen Sergei V. Pereverzyev Werner Zellinger
+ PDF Chat	Multiparameter regularization and aggregation in the context of polynomial functional regression	2024	Elke R. Gizewski Markus Holzleitner Lukas Mayer‐Suess Sergiy Pereverzyev Sergei V. Pereverzyev
+ PDF Chat	On regularized polynomial functional regression	2024	Markus Holzleitner Sergei V. Pereverzyev
+ PDF Chat	Domain Generalization by Functional Regression	2024	Markus Holzleitner Sergei V. Pereverzyev Werner Zellinger
+	Domain Generalization by Functional Regression	2023	Markus Holzleitner Sergei V. Pereverzyev Werner Zellinger
+	Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation	2023	Marius-Constantin Dinu Markus Holzleitner Maximilian Beck Hoan Duc Nguyen Andrea Huber Hamid Eghbal-zadeh Bernhard Moser Sergei V. Pereverzyev Sepp Hochreiter Werner Zellinger
+	General regularization in covariate shift adaptation	2023	Duc Hoan Nguyen Sergei V. Pereverzyev Werner Zellinger
+	Adaptive learning of density ratios in RKHS	2023	Werner Zellinger Stefan Kindermann Sergei V. Pereverzyev
+	On regularized Radon-Nikodym differentiation	2023	Duc Hoan Nguyen Werner Zellinger Sergei V. Pereverzyev
+	Introduction	2022	Sergei V. Pereverzyev
+	Selected Topics of the Regularization Theory	2022	Sergei V. Pereverzyev
+	Learning in Reproducing Kernel Hilbert Spaces and Related Integral Operators	2022	Sergei V. Pereverzyev
+ PDF Chat	A Function Approximation Approach to the Prediction of Blood Glucose Levels	2021	H. N. Mhaskar Sergei V. Pereverzyev Maria D. van der Walt
+	A function approximation approach to the prediction of blood glucose levels	2021	H. N. Mhaskar Sergei V. Pereverzyev Maria D. van der Walt
+	Determination of the Fractional Order in Semilinear Subdiffusion Equations	2020	Mykola Krasnoschok Sergei V. Pereverzyev Sergii V. Siryk Nataliya Vasylyeva
+	Regularized Reconstruction of the Order in Semilinear Subdiffusion with Memory	2020	Mykola Krasnoschok Sergei V. Pereverzyev Sergii V. Siryk Nataliya Vasylyeva
+	Optimizing noisy CNLS problems by using Nelder-Mead algorithm: A new method to compute simplex step efficiency	2019	Mark Žic Sergei V. Pereverzyev
+ PDF Chat	A Deep Learning Approach to Diabetic Blood Glucose Prediction	2017	H. N. Mhaskar Sergei V. Pereverzyev Maria D. van der Walt
+ PDF Chat	Regularization by the Linear Functional Strategy with Multiple Kernels	2017	Sergei V. Pereverzyev Павло Іванович Ткаченко
+ PDF Chat	Two-parameter regularization of ill-posed spherical pseudo-differential equations in the space of continuous functions	2015	Hui Cao Sergei V. Pereverzyev Ian H. Sloan Павло Іванович Ткаченко
+	A linear functional strategy for regularized ranking	2015	Galyna Kriukova Oleksandra Panasiuk Sergei V. Pereverzyev Павло Іванович Ткаченко
+	On the convergence rate and some applications of regularized ranking algorithms	2015	Galyna Kriukova Sergei V. Pereverzyev Павло Іванович Ткаченко
+	Pointwise Computation in an Ill-Posed Spherical Pseudo-Differential Equation	2015	Sergei V. Pereverzyev Павло Іванович Ткаченко
+	Parameter choice strategies for least-squares approximation of noisy smooth functions on the sphere	2015	Sergei V. Pereverzyev Ian H. Sloan Павло Іванович Ткаченко
+ PDF Chat	Parameter Choice Strategies for Least-squares Approximation of Noisy Smooth Functions on the Sphere	2015	Sergei V. Pereverzyev Ian H. Sloan Павло Іванович Ткаченко
+	A Parameter Choice Strategy for the Inversion of Multiple Observations	2015	Christian Gerhards Sergei V. Pereverzyev Павло Іванович Ткаченко
+	Two-parameter regularization of ill-posed spherical pseudo-differential equations in the space of continuous functions	2015	Hui Cao Sergei V. Pereverzyev Ian H. Sloan Павло Іванович Ткаченко
+	Parameter choice strategies for least-squares approximation of noisy smooth functions on the sphere	2015	Sergei V. Pereverzyev Ian H. Sloan Павло Іванович Ткаченко
+ 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
+	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
+ PDF Chat	Adaptive Kernel Methods Using the Balancing Principle	2010	Ernesto De Vito Sergei V. Pereverzyev Lorenzo Rosasco
+	Regularization of Naturally Linearized Parameter Identification Problems and the Application of the Balancing Principle	2010	Hui Cao Sergei V. Pereverzyev

Common Coauthors

Coauthor	Papers Together
Павло Іванович Ткаченко	11
Werner Zellinger	7
Valeriya Naumova	6
Markus Holzleitner	5
Ian H. Sloan	5
H. N. Mhaskar	4
Hui Cao	3
Maria D. van der Walt	3
Duc Hoan Nguyen	3
Nataliya Vasylyeva	2
Sergii V. Siryk	2
Mykola Krasnoschok	2
Galyna Kriukova	2
Lorenzo Rosasco	1
Oleksandra Panasiuk	1
Shuai Lu	1
Christian Gerhards	1
Andrea Huber	1
Bernhard Moser	1
Sergiy Pereverzyev	1
Lukas Mayer‐Suess	1
Mark Žic	1
Maximilian Beck	1
Hoan Duc Nguyen	1
Elke R. Gizewski	1
Massimo Fornasier	1
Marius-Constantin Dinu	1
Hamid Eghbal-zadeh	1
Stefan Kindermann	1
Ernesto De Vito	1
S. Sivananthan	1
Sepp Hochreiter	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Regularization of Inverse Problems	1996	Heinz W. Engl Martin Hanke Andreas B. Neubauer	11
+	Geometry of linear ill-posed problems in variable Hilbert scales	2003	Peter Math� Sergei V. Pereverzev	9
+	Use of the regularization method in non-linear problems	1965	А. Н. Тихонов V. B. Glasko	8
+	How general are general source conditions?	2008	Peter Mathé Bernd Hofmann	7
+	Regularization Theory for Ill-posed Problems	2013	Shuai Lu Sergei V. Pereverzev	6
+	Regularization of some linear ill-posed problems with discretized random noisy data	2006	Peter Mathé Sergei V. Pereverzev	6
+	On the computation of nonnegative quadrature weights on the sphere	2009	Manuel Gräf Stefan Kunis Daniel Potts	5
+	Polynomial operators and local approximation of solutions of pseudo-differential equations on the sphere	2006	Quôc Thông Lê Gia H. N. Mhaskar	5
+	On regularization algorithms in learning theory	2006	Frank Bauer Sergei V. Pereverzev Lorenzo Rosasco	5
+	Regularization Theory for Ill-Posed Problems: Selected Topics	2013	Shuai Lu Sergei V. Pereverzev	5
+	Local Solutions to Inverse Problems in Geodesy	2006	Frank Bauer Peter Mathé Sergei V. Pereverzev	5
+	Extrapolation in variable RKHSs with application to the blood glucose reading	2011	Valeriya Naumova Sergei V. Pereverzyev S. Sivananthan	4
+ PDF Chat	On the Adaptive Selection of the Parameter in Regularization of Ill-Posed Problems	2005	Sergei V. Pereverzev Eberhard Schock	4
+ PDF Chat	Regularized collocation for spherical harmonics gravitational field modeling	2013	Valeriya Naumova Sergei V. Pereverzyev Павло Іванович Ткаченко	4
+	MODULI OF CONTINUITY FOR OPERATOR VALUED FUNCTIONS	2002	Peter Mathé Sergei V. Pereverzev	4
+ PDF Chat	Constructive polynomial approximation on spheres and projective spaces.	1971	David L. Ragozin	4
+	On the convergence of the quasioptimality criterion for (iterated) Tikhonov regularization	2008	Stefan Kindermann Andreas B. Neubauer	4
+	Spline Interpolation and Smoothing on the Sphere	1981	Grace Wahba	4
+	Filtered hyperinterpolation: a constructive polynomial approximation on the sphere	2012	Ian H. Sloan Robert S. Womersley	4
+ PDF Chat	Regularized Least Squares Approximations on the Sphere Using Spherical Designs	2012	Congpei An Xiaojun Chen Ian H. Sloan Robert S. Womersley	4
+ PDF Chat	Learning Theory Estimates via Integral Operators and Their Approximations	2007	Steve Smale Ding‐Xuan Zhou	4
+	Decomposition of Besov and Triebel–Lizorkin spaces on the sphere	2006	F. J. Narcowich Pencho Petrushev Joseph Ward	4
+ 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	3
+	Regularization in Hilbert scales under general smoothing conditions	2005	M. Thamban Nair Sergei V. Pereverzev Ulrich Tautenhahn	3
+	Aggregation of regularized solutions from multiple observation models	2015	Jieyang Chen Sergiy Pereverzyev Yuesheng Xu	3
+	On Converse and Saturation Results for Tikhonov Regularization of Linear Ill-Posed Problems	1997	Andreas B. Neubauer	3
+	Polynomial Interpolation on the Unit Sphere	2003	Yuan Xu	3
+ PDF Chat	Adaptive Kernel Methods Using the Balancing Principle	2010	Ernesto De Vito Sergei V. Pereverzyev Lorenzo Rosasco	3
+	Spline Models for Observational Data.	1991	Hans‐Georg Müller Grace Wahba	3
+ PDF Chat	Optimal Rates for the Regularized Least-Squares Algorithm	2006	Andrea Caponnetto Ernesto De Vito	3
+ PDF Chat	Comparingparameter choice methods for regularization of ill-posed problems	2011	Frank Bauer Mark A. Lukas	3
+	Rank-Deficient and Discrete Ill-Posed Problems	1998	Per Christian Hansen	3
+	Multi-parameter regularization techniques for ill-conditioned linear systems	2003	Claude Brezinski Michela Redivo‐Zaglia G. Rodríguez S. Seatzu	3
+	Saturation of Regularization Methods for Linear Ill-Posed Problems in Hilbert Spaces	2004	Peter Mathé	3
+	Multiparameter Regularization in Downward Continuation of Satellite Data	2010	Shuai Lu Sergei V. Pereverzev	3
+ PDF Chat	Multi-parameter regularization and its numerical realization	2010	Shuai Lu Sergei V. Pereverzev	3
+	On the Regularization of Ill-Posed Problems	1987	Karl Heinz Ilk	3
+	Convergence rates for Tikhonov regularization from different kinds of smoothness conditions	2006	Albrecht Böttcher Bernd Hofmann Ulrich Tautenhahn Masahiro Yamamoto	2
+	Optimality for ill-posed problems under general source conditions	1998	Ulrich Tautenhahn	2
+	Numerical Integration on the Sphere	2010	Kerstin Hesse Ian H. Sloan Robert S. Womersley	2
+	On the balancing principle for some problems of Numerical Analysis	2007	Raytcho Lazarov Shuai Lu Sergei V. Pereverzev	2
+	Discretization strategy for linear ill-posed problems in variable Hilbert scales	2003	Peter Mathé Sergei V. Pereverzev	2
+ PDF Chat	REGULARIZATION TOOLS: A Matlab package for analysis and solution of discrete ill-posed problems	1994	Per Christian Hansen	2
+	Multiple Parameter Regularization: Numerical Solutions and Applications to the Determination of Geopotential from Precise Satellite Orbits	2006	Peiliang Xu Yoichi Fukuda Yumei Liu	2
+ PDF Chat	Polynomial approximation on spheres - generalizing de la Vallée-Poussin	2011	Ian H. Sloan	2
+	Localized Tight Frames on Spheres	2006	F. J. Narcowich Pencho Petrushev J. D. Ward	2
+	Error bounds of discretization methods for boundary integral equations with noisy data	1996	Gottfried Brückner Siegfried Prößdorf Gennadi Vainikko	2
+	Efficient Reconstruction of Functions on the Sphere from Scattered Data	2007	Jens Keiner Stefan Kunis Daniel Potts	2
+	Two-step regularization methods for linear inverse problems	2006	Esther Klann Peter Maaß Ronny Ramlau	2
+	CROSS-VALIDATION BASED ADAPTATION FOR REGULARIZATION OPERATORS IN LEARNING THEORY	2010	Andrea Caponnetto Yuan Yao	2