| Publication | Date of Publication | Type |
|---|
| Correction to: ``Approximation of nonlinear functionals using deep ReLU networks | 2023-09-18 | Paper |
| Approximation of nonlinear functionals using deep ReLU networks | 2023-08-16 | Paper |
| AVERAGE FERMAT DISTANCE OF A PSEUDO-FRACTAL HIERARCHICAL SCALE-FREE NETWORK | 2023-06-22 | Paper |
| Adaptive estimation for functional data: Using a framelet block‐thresholding method | 2022-08-02 | Paper |
| The regression estimation with random projection | 2022-03-21 | Paper |
| Support vector regression for functional data | 2022-03-21 | Paper |
| Coefficient regularizer based simultaneous regression estimation | 2022-03-21 | Paper |
| Fast learning rates for regularized regression algorithms | 2021-12-17 | Paper |
| Semi-supervised learning for regression based on the diffusion matrix | 2021-12-17 | Paper |
| A new sequence convergent to Euler-Mascheroni constant | 2021-12-15 | Paper |
| Estimations of singular functions of kernel cross-covariance operators | 2021-06-04 | Paper |
| Optimal rate for prediction when predictor and response are functions | 2020-07-14 | Paper |
| THE SCALE-FREE AND SMALL-WORLD PROPERTIES OF COMPLEX NETWORKS ON SIERPINSKI-TYPE HEXAGON | 2020-06-04 | Paper |
| The optimal rate of canonical correlation analysis for stochastic processes | 2020-02-28 | Paper |
| Least square regularized regression for multitask learning | 2019-08-16 | Paper |
| Learning with Convex Loss and Indefinite Kernels | 2019-06-12 | Paper |
| Support vector machines regression with unbounded sampling | 2019-06-12 | Paper |
| Improved approximation formulas and inequalities for the Wallis ratio | 2019-05-23 | Paper |
| A simpler approach to coefficient regularized support vector machines regression | 2019-02-14 | Paper |
| A class of optimal estimators for the covariance operator in reproducing kernel Hilbert spaces | 2019-01-04 | Paper |
| Simultaneous estimations of optimal directions and optimal transformations for functional data | 2018-10-15 | Paper |
| Learning rates for \(l^1\)-regularized kernel classifiers | 2018-10-10 | Paper |
| Statistical performance of optimal scoring in reproducing kernel Hilbert spaces | 2018-01-23 | Paper |
| Sharp approximation formulas and inequalities for the Wallis ratio by continued fraction | 2017-08-10 | Paper |
| Partially-Linear Least-Squares Regularized Regression for System Identification | 2017-08-08 | Paper |
| The Improved Bounds of Restricted Isometry Constant for Recovery via <formula formulatype="inline"><tex Notation="TeX">$\ell_{p}$</tex> </formula>-Minimization | 2017-06-08 | Paper |
| Classification with polynomial kernels and \(l^1\)-coefficient regularization | 2017-03-09 | Paper |
| Continued fraction inequalities related to \((1+\frac{1}{x})^x\) | 2016-07-04 | Paper |
| Some new sequences that converge to the Ioachimescu constant | 2016-06-17 | Paper |
| Recovery of Low Rank Symmetric Matrices via Schatten p Norm Minimization | 2016-04-18 | Paper |
| Some new continued fraction sequence convergent to the Somos quadratic recurrence constant | 2016-04-01 | Paper |
| Some sharp continued fraction inequalities for the Euler-Mascheroni constant | 2016-03-30 | Paper |
| Improved continued fraction sequence convergent to the Somos' quadratic recurrence constant | 2016-01-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2948890 | 2015-10-06 | Paper |
| ℓ1-Norm support vector machine for ranking with exponentially strongly mixing sequence | 2014-11-18 | Paper |
| Learning rate of support vector machine for ranking | 2014-11-07 | Paper |
| Exact minimum rank approximation via Schatten \(p\)-norm minimization | 2014-08-08 | Paper |
| Convergence rates of learning algorithms by random projection | 2014-07-18 | Paper |
| Generalization errors of Laplacian regularized least squares regression | 2013-01-28 | Paper |
| Support vector machines regression with \(l^1\)-regularizer | 2012-11-20 | Paper |
| THE COEFFICIENT REGULARIZED REGRESSION WITH RANDOM PROJECTION | 2012-09-03 | Paper |
| On the regularized Laplacian eigenmaps | 2012-05-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3093220 | 2011-10-12 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3174045 | 2011-10-12 | Paper |
| Projected gradient iteration for nonlinear operator equation | 2011-08-02 | Paper |
| Gradient iteration with \(\ell _{p}\)-norm constraints | 2011-06-20 | Paper |
| Wavelet shrinkage estimators of Hilbert transform | 2011-06-14 | Paper |
| Consistency of regularized spectral clustering | 2011-05-03 | Paper |
| Convergence of irregular Hermite subdivision schemes | 2011-03-22 | Paper |
| Least Square Regression with lp-Coefficient Regularization | 2011-01-20 | Paper |
| LEARNING RATES OF REGULARIZED REGRESSION FOR FUNCTIONAL DATA | 2010-03-11 | Paper |
| Rademacher complexity in Neyman-Pearson classification | 2009-11-11 | Paper |
| Analysis of support vector machines regression | 2009-06-22 | Paper |
| Learning rates of gradient descent algorithm for classification | 2009-01-27 | Paper |
| Learning rates for regularized classifiers using multivariate polynomial kernels | 2008-12-03 | Paper |
| Analysis to Neyman-Pearson classification with convex loss function | 2008-11-24 | Paper |
| Convergence of wavelet thresholding estimators of differential operators | 2008-09-04 | Paper |
| A CONSTRUCTION OF CONVERGENT CASCADE ALGORITHMS IN SOBOLEV SPACES | 2008-05-14 | Paper |
| Learning rates of regularized regression for exponentially strongly mixing sequence | 2008-05-08 | Paper |
| Minimax optimal rates of convergence for multicategory classifications | 2007-10-12 | Paper |
| A construction of multiresolution analysis on interval | 2007-08-20 | Paper |
| Pointwise convergence of bounded cascade sequences | 2007-02-01 | Paper |
| Local regularity of \(L_\infty\)-refinable function vectors | 2006-09-26 | Paper |
| The independence of initial vectors in the subdivision schemes | 2006-09-22 | Paper |
| The consistency of multicategory support vector machines | 2006-05-29 | Paper |
| Convergence of cascade algorithms by frequency approach | 2005-12-22 | Paper |
| Convergence of cascade algorithm for individual initial function and arbitrary refinement masks | 2005-11-30 | Paper |
| Convergence of subdivision schemes and smoothness of limit functions | 2005-08-01 | Paper |
| Spectral radii and eigenvalues of subdivision operators | 2004-02-12 | Paper |
| Shift-invariant spaces of tempered distributions and \(L_{p}\)-functions | 2003-05-27 | Paper |
| Convergence of cascade algorithms in Sobolev spaces for perturbed refinement masks | 2003-04-02 | Paper |
| Construction of Smooth Refinable Function Vectors by Cascade Algorithms | 2003-01-05 | Paper |
| Stability implies convergence of cascade algorithms in Sobolev space | 2002-07-04 | Paper |
| Convergence of vector subdivision schemes in Sobolev spaces | 2002-07-04 | Paper |
| On linear independence of integer translates of refinable vectors | 2002-06-05 | Paper |
| Frames of periodic shift-invariant spaces | 2002-01-08 | Paper |
| On the Splitting Trick and Wavelet Frame Packets | 2000-10-19 | Paper |
| Algebraic properties of subdivision operators with matrix mask and their applications | 2000-08-28 | Paper |
| Construction of multivariate biorthogonal wavelets with arbitrary vanishing moments | 2000-07-09 | Paper |
| On the constructions of the pre-wavelets in \(L_2(\mathbb{R}^s)\) | 2000-02-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4854835 | 1999-07-12 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4368018 | 1998-01-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4368070 | 1997-12-03 | Paper |
| On the existence and constructions of orthonormal wavelets on $L_2(\mathbb R^s)$ | 1997-10-01 | Paper |
| Biorthogonal wavelet bases on \(\mathbb{R}^ d\) | 1996-04-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4842147 | 1995-10-09 | Paper |
| On the cardinal spline interpolation corresponding to infinite order differential operators | 1995-09-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4320265 | 1995-08-31 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4307698 | 1995-02-13 | Paper |
| Perfect splines with boundary conditions of least norm | 1994-07-21 | Paper |
| On the \(2N\)-widths of a periodic Sobolev class | 1993-12-20 | Paper |
| On the \(2n\)-widths of a periodic Sobolev class | 1993-05-25 | Paper |
| Average Kolmogorov \(n\)-widths (\(n\)-K width) and optimal interpolation of Sobolev class in \(L_ p(\mathbb{R})\) | 1993-04-01 | Paper |
| \(n\)-widths of some classes of periodic functions | 1993-01-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4017992 | 1993-01-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3974347 | 1992-06-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5748364 | 1989-01-01 | Paper |
