Di‐Rong Chen

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All published works

Action	Title	Year	Authors
+ PDF Chat	Approximation of Nonlinear Functionals Using Deep ReLU Networks	2023	Linhao Song Jun Fan Di‐Rong Chen Ding‐Xuan Zhou
+	Approximation of Nonlinear Functionals Using Deep ReLU Networks	2023	Linhao Song Jun Fan Di‐Rong Chen Ding‐Xuan Zhou
+	Adaptive estimation for functional data: Using a framelet block‐thresholding method	2022	Kun Cheng Di‐Rong Chen
+	Framelet block thresholding estimator for sparse functional data	2021	Di‐Rong Chen Kun Cheng Chao Liu
+	Estimations of singular functions of kernel cross-covariance operators	2021	Heng Chen Di‐Rong Chen Yao Zhao
+	Optimal rate for prediction when predictor and response are functions	2020	Yang Zhou Di‐Rong Chen
+	The optimal rate of canonical correlation analysis for stochastic processes	2020	Yang Zhou Di‐Rong Chen
+	Interpretable Functional Logistic Regression	2018	Cui Lv Di‐Rong Chen
+	Improved Approximation Formulas and Inequalities for the Wallis Ratio	2018	Xu You Di‐Rong Chen
+	A class of optimal estimators for the covariance operator in reproducing kernel Hilbert spaces	2018	Yang Zhou Di‐Rong Chen Huang Wei
+	Simultaneous estimations of optimal directions and optimal transformations for functional data	2018	Heng Chen Huang Wei Di‐Rong Chen
+ PDF Chat	A new sequence convergent to Euler–Mascheroni constant	2018	Xu You Di‐Rong Chen
+	Support vector machines regression with unbounded sampling	2018	Hongzhi Tong Di‐Rong Chen Fenghong Yang
+	Support vector regression for functional data	2017	Heng Chen Di‐Rong Chen Huang Wei
+	Generalization error bound of semi-supervised learning with ℓ1 regularization in sum space	2017	Chao Liu Di‐Rong Chen
+	Statistical performance of optimal scoring in reproducing kernel Hilbert spaces	2017	Heng Chen Di‐Rong Chen
+	Sharp approximation formulas and inequalities for the Wallis ratio by continued fraction	2017	Xu You Di‐Rong Chen
+	Continued fraction inequalities related to<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:msup><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mi>x</mml:mi></mml:mfrac><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mrow><mml:mi>x</mml:mi></mml:mrow></mml:msup></mml:math>	2016	Xu You Di‐Rong Chen Hong Shi
+ PDF Chat	Some new sequences that converge to the Ioachimescu constant	2016	Xu You Di‐Rong Chen Hong Shi
+ PDF Chat	Some new continued fraction sequence convergent to the Somos quadratic recurrence constant	2016	Xu You Shouyou Huang Di‐Rong Chen
+	Improved continued fraction sequence convergent to the Somos' quadratic recurrence constant	2015	Xu You Di‐Rong Chen
+ PDF Chat	Some sharp continued fraction inequalities for the Euler-Mascheroni constant	2015	Xu You Di‐Rong Chen
+	Learning rate of support vector machine for ranking	2014	Heng Chen Di‐Rong Chen
+	CLASSIFICATION WITH POLYNOMIAL KERNELS AND $l^1-$COEFFICIENT REGULARIZATION	2014	Hongzhi Tong Di‐Rong Chen Fenghong Yang
+	Exact minimum rank approximation via Schatten<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si11.gif" display="inline" overflow="scroll"><mml:mi>p</mml:mi></mml:math>-norm minimization	2014	Lu Liu Huang Wei Di‐Rong Chen
+	Learning with Convex Loss and Indefinite Kernels	2013	Hongzhi Tong Di‐Rong Chen Fenghong Yang
+	Convergence rates of learning algorithms by random projection	2013	Di‐Rong Chen Han Li
+ PDF Chat	Learning Rates for -Regularized Kernel Classifiers	2013	Hongzhi Tong Di‐Rong Chen Fenghong Yang
+	Generalization errors of Laplacian regularized least squares regression	2012	Ying Cao Di‐Rong Chen
+	Support vector machines regression with <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" display="inline" overflow="scroll"><mml:msup><mml:mrow><mml:mi>l</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:math>-regularizer	2012	Hongzhi Tong Di‐Rong Chen Fenghong Yang
+	On the performance of regularized regression learning in Hilbert space	2012	Di‐Rong Chen Han Li
+	THE COEFFICIENT REGULARIZED REGRESSION WITH RANDOM PROJECTION	2012	Di‐Rong Chen Han Li
+	Projected gradient iteration for nonlinear operator equation	2011	Wei Huang Di‐Rong Chen
+	Gradient iteration with <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:msub><mml:mi>ℓ</mml:mi><mml:mi>p</mml:mi></mml:msub></mml:math>-norm constraints	2011	Wei Huang Di‐Rong Chen
+	Wavelet shrinkage estimators of Hilbert transform	2011	Di‐Rong Chen Yao Zhao
+	Least Square Regression with <i>l<sup>p</sup></i>-Coefficient Regularization	2010	Hongzhi Tong Di‐Rong Chen Fenghong Yang
+	Consistency of regularized spectral clustering	2010	Ying Cao Di‐Rong Chen
+	LEARNING RATES OF REGULARIZED REGRESSION FOR FUNCTIONAL DATA	2009	Yongli Xu Di‐Rong Chen
+	Learning rates of gradient descent algorithm for classification	2008	Xuemei Dong Di‐Rong Chen
+	Convergence of wavelet thresholding estimators of differential operators	2008	Di‐Rong Chen Hongtao Meng
+	Wavelet Denoising for Differential Operator.	2008	Hongtao Meng Di‐Rong Chen Yao Zhao
+	Learning rates of regularized regression for exponentially strongly mixing sequence	2007	Yongli Xu Di‐Rong Chen
+	Consistency of Multiclass Empirical Risk Minimization Methods Based on Convex Loss	2006	Di‐Rong Chen Tao Sun
+ PDF Chat	Pointwise convergence of bounded cascade sequences	2006	Di‐Rong Chen Han Min
+	Local Regularity of L∞ ∞-Refinable Function Vectors	2005	Di‐Rong Chen
+	Convergence of cascade algorithms by frequency approach	2005	Di‐Rong Chen
+	Support Vector Machine Soft Margin Classifiers: Error Analysis	2004	Di‐Rong Chen Qiang Wu Yiming Ying Ding‐Xuan Zhou
+	Spectral radii and eigenvalues of subdivision operators	2003	Di‐Rong Chen
+	Shift-invariant spaces of tempered distributions and Lp-functions	2003	Di‐Rong Chen
+	Convergence of Cascade Algorithms in Sobolev Spaces for Perturbed Refinement Masks	2002	Di‐Rong Chen Gerlind Plonka
+	Erratum to “Stability Implies Convergence of Cascade Algorithms in Sobolev Space”	2002	Di‐Rong Chen Xiaobo Zheng
+	Stability Implies Convergence of Cascade Algorithms in Sobolev Space	2002	Di‐Rong Chen Xiaobo Zheng
+	Convergence of Vector Subdivision Schemes in Sobolev Spaces	2002	Di‐Rong Chen Rong-Qing Jia S. D. Riemenschneider
+	Frames of Periodic Shift-Invariant Spaces	2000	Di‐Rong Chen
+	On the Splitting Trick and Wavelet Frame Packets	2000	Di‐Rong Chen
+	Algebraic Properties of Subdivision Operators with Matrix Mask and Their Applications	1999	Di‐Rong Chen
+	On the constructions of pre-wavelets inL 2(ℝ s )	1998	Di‐Rong Chen
+ PDF Chat	On the existence and constructions of orthonormal wavelets on $L_2(\mathbb R^s)$	1997	Di‐Rong Chen
+	Optimal recovery and average n-k widths for some function classes in L2(R)*	1991	Di‐Rong Chen

Common Coauthors

Coauthor	Papers Together
Xu You	8
Fenghong Yang	6
Hongzhi Tong	6
Yao Zhao	3
Heng Chen	3
Ding‐Xuan Zhou	3
Han Li	3
Huang Wei	3
Wei Huang	2
Linhao Song	2
Xiaobo Zheng	2
Yongli Xu	2
Yang Zhou	2
Ying Cao	2
Hongtao Meng	2
Kun Cheng	2
Yang Zhou	1
Hong Shi	1
Huang Wei	1
Shouyou Huang	1
Chao Liu	1
Rong-Qing Jia	1
S. D. Riemenschneider	1
Jun Fan	1
Tao Sun	1
Yiming Ying	1
Gerlind Plonka	1
Xuemei Dong	1
Hong Shi	1
Qiang Wu	1
Heng Chen	1
Heng Chen	1
Chao Liu	1
Lu Liu	1
Han Min	1
Cui Lv	1
Jun Fan	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Learning Rates of Least-Square Regularized Regression	2005	Qiang Wu Yiming Ying Ding‐Xuan Zhou	16
+ PDF Chat	Learning Theory Estimates via Integral Operators and Their Approximations	2007	Steve Smale Ding‐Xuan Zhou	14
+ PDF Chat	Fast rates for support vector machines using Gaussian kernels	2007	Ingo Steinwart Clint Scovel	9
+ PDF Chat	Stationary subdivision	1991	A. S. Cavaretta Wolfgang Dahmen Charles A. Micchelli	8
+ PDF Chat	Shannon sampling II: Connections to learning theory	2005	Steve Smale Ding‐Xuan Zhou	7
+	Learning with sample dependent hypothesis spaces	2008	Qiang Wu Ding‐Xuan Zhou	7
+	Multiple-correction and continued fraction approximation	2014	Xiaodong Cao	7
+	Multiple-correction and faster approximation	2014	Xiaodong Cao Hongmin Xu Xu You	7
+	Convergence of Vector Subdivision Schemes in Sobolev Spaces	2002	Di‐Rong Chen Rong-Qing Jia S. D. Riemenschneider	6
+	ESTIMATING THE APPROXIMATION ERROR IN LEARNING THEORY	2003	Steve Smale Ding‐Xuan Zhou	6
+	Support Vector Machine Soft Margin Classifiers: Error Analysis	2004	Di‐Rong Chen Qiang Wu Yiming Ying Ding‐Xuan Zhou	6
+ PDF Chat	Convexity, Classification, and Risk Bounds	2006	Peter L. Bartlett Michael I. Jordan Jon McAuliffe	6
+	Product Approximations via Asymptotic Integration	2010	Cristinel Mortici	5
+ PDF Chat	On linear independence for integer translates of a finite number of functions	1993	Rong-Qing Jia Charles A. Micchelli	5
+	Capacity of reproducing kernel spaces in learning theory	2003	Ding‐Xuan Zhou	5
+	Two-scale dilation equations and the mean spectral radius	1996	Yang Wang	5
+	Least square regression with indefinite kernels and coefficient regularization	2010	Hongwei Sun Qiang Wu	5
+ PDF Chat	Multiple-correction and continued fraction approximation (II)	2015	Xiaodong Cao Xu You	5
+	LEARNING BY NONSYMMETRIC KERNELS WITH DATA DEPENDENT SPACES AND	2010	Quan-Wu Xiao Ding‐Xuan Zhou	5
+	Biorthogonal Wavelet Bases on Rd	1995	Ruilin Long Dirong Chen	4
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	4
+	Some new quicker convergences to Glaisher–Kinkelin’s and Bendersky–Adamchik’s constants	2015	Xu You	4
+	On the construction of multivariate (pre)wavelets	1993	Carl de Boor Ronald DeVore Amos Ron	4
+	Inference for Functional Data with Applications	2012	Lajos Horváth Piotr Kokoszka	4
+ PDF Chat	LEARNING BY NONSYMMETRIC KERNELS WITH DATA DEPENDENT SPACES AND	2010	Quan-Wu Xiao Ding‐Xuan Zhou	4
+	On vector subdivision	1998	Charles A. Micchelli Thomas Sauer	4
+	Compressed sensing	2006	David L. Donoho	4
+	The covering number in learning theory	2002	Ding‐Xuan Zhou	4
+ PDF Chat	An iterative thresholding algorithm for linear inverse problems with a sparsity constraint	2004	Ingrid Daubechies Michel Defrise Christine De Mol	4
+	Ideal spatial adaptation by wavelet shrinkage	1994	David L. Donoho Iain M. Johnstone	3
+	The Structure of Finitely Generated Shift-Invariant Spaces in L2(Rd)	1994	C. Deboor Ronald DeVore A. Ron	3
+	On the rate of convergence of regularized boosting classifiers	2003	Gilles Blanchard Gábor Lugosi Nicolas Vayatis	3
+	Weak Convergence and Empirical Processes	1996	Aad van der Vaart Jon A. Wellner	3
+	Introduction to Nonparametric Estimation	2008	Alexandre B. Tsybakov	3
+ PDF Chat	Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?	2006	Emmanuel J. Candès Terence Tao	3
+	Algebraic Properties of Subdivision Operators with Matrix Mask and Their Applications	1999	Di‐Rong Chen	3
+ PDF Chat	Continued fraction inequalities for the Euler-Mascheroni constant	2014	Hongmin Xu Xu You	3
+	Using the Refinement Equations for the Construction of Pre-Wavelets II: Powers of Two	1991	Rong-Qing Jia Charles A. Micchelli	3
+	Improved continued fraction sequence convergent to the Somos' quadratic recurrence constant	2015	Xu You Di‐Rong Chen	3
+ PDF Chat	Smoothness of Multiple Refinable Functions and Multiple Wavelets	1999	Rong-Qing Jia S. D. Riemenschneider Ding‐Xuan Zhou	3
+ PDF Chat	Characterization of Smoothness of Multivariate Refinable Functions in Sobolev Spaces	1999	Rong-Qing Jia	3
+	Approximation with polynomial kernels and SVM classifiers	2006	Ding‐Xuan Zhou Kurt Jetter	3
+	New sequence converging towards the Euler–Mascheroni constant	2011	Chao-Ping Chen Cristinel Mortici	3
+	Multi-kernel regularized classifiers	2006	Qiang Wu Yiming Ying Ding‐Xuan Zhou	3
+	Concentration estimates for learning with <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:msup><mml:mi>ℓ</mml:mi><mml:mn>1</mml:mn></mml:msup></mml:math>-regularizer and data dependent hypothesis spaces	2011	Lei Shi Yunlong Feng Ding‐Xuan Zhou	3
+ PDF Chat	Classifiers of support vector machine type with \ell1 complexity regularization	2006	Bernadetta Tarigan Sara A. van de Geer	3
+	A Probabilistic Theory of Pattern Recognition	1996	Luc Devroye László Györfi Gábor Lugosi	3
+	New improvements of the Stirling formula	2010	Cristinel Mortici	3
+	Two-Scale Difference Equations. I. Existence and Global Regularity of Solutions	1991	Ingrid Daubechies Jeffrey C. Lagarias	3
+ PDF Chat	Geometry on Probability Spaces	2009	Steve Smale Ding‐Xuan Zhou	3