Learning rates of least-square regularized regression. Zbl 1100.68100
Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2006
|
Support vector machine soft margin classifiers: error analysis. Zbl 1222.68167
Chen, Di-Rong; Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2004
|
Multi-kernel regularized classifiers. Zbl 1171.65043
Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2007
|
Learning with sample dependent hypothesis spaces. Zbl 1165.68388
Wu, Qiang; Zhou, Ding-Xuan |
|
2008
|
SVM soft margin classifiers: linear programming versus quadratic programming. Zbl 1108.90324
Wu, Qiang; Zhou, Ding-Xuan |
|
2005
|
Least square regression with indefinite kernels and coefficient regularization. Zbl 1225.65015
Sun, Hongwei; Wu, Qiang |
|
2011
|
Regularization schemes for minimum error entropy principle. Zbl 1329.68216
Hu, Ting; Fan, Jun; Wu, Qiang; Zhou, Ding-Xuan |
|
2015
|
Consistency analysis of an empirical minimum error entropy algorithm. Zbl 1382.94034
Fan, Jun; Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2016
|
Learning theory approach to minimum error entropy criterion. Zbl 1320.62096
Hu, Ting; Fan, Jun; Wu, Qiang; Zhou, Ding-Xuan |
|
2013
|
Positive solutions of a prey-predator model with predator saturation and competition. Zbl 1147.35106
Wang, Mingxin; Wu, Qiang |
|
2008
|
Estimation of gradients and coordinate covariation in classification. Zbl 1222.62078
Mukherjee, Sayan; Wu, Qiang |
|
2006
|
Regularized least square regression with dependent samples. Zbl 1191.68535
Sun, Hongwei; Wu, Qiang |
|
2010
|
Application of integral operator for regularized least-square regression. Zbl 1165.45310
Sun, Hongwei; Wu, Qiang |
|
2009
|
A note on application of integral operator in learning theory. Zbl 1165.68059
Sun, Hongwei; Wu, Qiang |
|
2009
|
Learning theory of distributed regression with bias corrected regularization kernel network. Zbl 1435.68260
Guo, Zheng-Chu; Shi, Lei; Wu, Qiang |
|
2017
|
Boundedness of commutators on Hardy type spaces. Zbl 1098.42009
Lu, Shanzhen; Wu, Qiang; Yang, Dachun |
|
2002
|
Distributed kernel gradient descent algorithm for minimum error entropy principle. Zbl 1434.68416
Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2020
|
The trace problem for totally positive algebraic integers. Zbl 1290.11143
Liang, Yanhua; Wu, Qiang |
|
2011
|
Analysis of support vector machine classification. Zbl 1098.68680
Wu, Qiang; Zhou, Ding-Xuan |
|
2006
|
Regularization networks with indefinite kernels. Zbl 1295.68141
Wu, Qiang |
|
2013
|
Modeling interactive components by coordinate kernel polynomial models. Zbl 1485.68214
Guo, Xin; Li, Lexin; Wu, Qiang |
|
2020
|
Error bounds for learning the kernel. Zbl 1392.68357
Micchelli, Charles A.; Pontil, Massimiliano; Wu, Qiang; Zhou, Ding-Xuan |
|
2016
|
Learning gradients on manifolds. Zbl 1200.62070
Mukherjee, Sayan; Wu, Qiang; Zhou, Ding-Xuan |
|
2010
|
Indefinite kernel network with dependent sampling. Zbl 1281.68194
Sun, Hongwei; Wu, Qiang |
|
2013
|
Learning theory of minimum error entropy under weak moment conditions. Zbl 1482.68200
Huang, Shouyou; Feng, Yunlong; Wu, Qiang |
|
2022
|
Learning under \((1 + \epsilon)\)-moment conditions. Zbl 1442.62150
Feng, Yunlong; Wu, Qiang |
|
2020
|
Characterizing the function space for Bayesian kernel models. Zbl 1222.62039
Pillai, Natesh S.; Wu, Qiang; Liang, Feng; Mukherjee, Sayan; Wolpert, Robert L. |
|
2007
|
The studies of the linearly modified energy-preserving finite difference methods applied to solve two-dimensional nonlinear coupled wave equations. Zbl 1502.65058
Deng, Dingwen; Wu, Qiang |
|
2021
|
On fractional multilinear singular integrals. Zbl 1004.42019
Wu, Qiang; Yang, Dachun |
|
2002
|
CBMO estimates for commutators and multilinear singular integrals. Zbl 1081.42011
Lu, Shanzhen; Wu, Qiang |
|
2004
|
Convergence of gradient descent for minimum error entropy principle in linear regression. Zbl 1414.94263
Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2016
|
The smallest Perron numbers. Zbl 1219.11158
Wu, Qiang |
|
2010
|
Distributed minimum error entropy algorithms. Zbl 1517.68330
Guo, Xin; Hu, Ting; Wu, Qiang |
|
2020
|
Kernel sliced inverse regression: regularization and consistency. Zbl 1364.62101
Wu, Qiang; Liang, Feng; Mukherjee, Sayan |
|
2013
|
Analysis of the linearly energy- and mass-preserving finite difference methods for the coupled Schrödinger-Boussinesq equations. Zbl 1501.65033
Deng, Dingwen; Wu, Qiang |
|
2021
|
Learning gradients: predictive models that infer geometry and statistical dependence. Zbl 1242.62064
Wu, Qiang; Guinney, Justin; Maggioni, Mauro; Mukherjee, Sayan |
|
2010
|
Learning the coordinate gradients. Zbl 1253.68287
Ying, Yiming; Wu, Qiang; Campbell, Colin |
|
2012
|
Fluctuation results for multi-species Sherrington-Kirkpatrick model in the replica symmetric regime. Zbl 1484.82064
Dey, Partha S.; Wu, Qiang |
|
2021
|
Sparse PCA by iterative elimination algorithm. Zbl 1239.62075
Wang, Yang; Wu, Qiang |
|
2012
|
Linearized and decoupled structure-preserving finite difference methods and their analyses for the coupled Schrödinger-Boussinesq equations. Zbl 07776179
Deng, Dingwen; Wu, Qiang |
|
2021
|
Optimal rates of distributed regression with imperfect kernels. Zbl 1528.68348
Sun, Hongwei; Wu, Qiang |
|
2021
|
Error estimations of the fourth-order explicit Richardson extrapolation method for two-dimensional nonlinear coupled wave equations. Zbl 1499.65385
Deng, Dingwen; Wu, Qiang |
|
2022
|
A remark on multilinear singular integrals with rough kernels. Zbl 1045.42010
Pan, Yibiao; Wu, Qiang; Yang, Dachun |
|
2001
|
Learning performance of regularized moving least square regression. Zbl 1365.62251
Tong, Hongzhi; Wu, Qiang |
|
2017
|
Bias corrected regularization kernel method in ranking. Zbl 1442.68195
He, Fangchao; Wu, Qiang |
|
2019
|
Averaging versus voting: a comparative study of strategies for distributed classification. Zbl 1486.68161
Wang, Donglin; Xu, Honglan; Wu, Qiang |
|
2020
|
Endpoint estimates for certain commutators of fractional and singular integrals. Zbl 1018.42010
Lu, Shanzhen; Wu, Qiang |
|
2003
|
A statistical learning assessment of Huber regression. Zbl 1504.62092
Feng, Yunlong; Wu, Qiang |
|
2022
|
Accuracy improvement of a predictor-corrector compact difference scheme for the system of two-dimensional coupled nonlinear wave equations. Zbl 1540.65282
Deng, Dingwen; Wu, Qiang |
|
2023
|
Kernel gradient descent algorithm for information theoretic learning. Zbl 1479.62024
Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2021
|
The error estimations of a two-level linearized compact ADI method for solving the nonlinear coupled wave equations. Zbl 07496461
Deng, Dingwen; Wu, Qiang |
|
2022
|
Learning theory: from regression to classification. Zbl 1205.62084
Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2005
|
Overlapping sliced inverse regression for dimension reduction. Zbl 1431.62258
Zhang, Ning; Yu, Zhou; Wu, Qiang |
|
2019
|
Weighted \((L^p,L^q)\) estimates for multilinear oscillatory singular integrals. Zbl 1050.42013
Ding, Yong; Wu, Qiang; Yang, Dachun |
|
2003
|
Optimality of regularized least squares ranking with imperfect kernels. Zbl 07831034
He, Fangchao; Zeng, Yu; Zheng, Lie; Wu, Qiang |
|
2022
|
Robust pairwise learning with Huber loss. Zbl 1528.68344
Huang, Shouyou; Wu, Qiang |
|
2021
|
Online learning for supervised dimension reduction. Zbl 1486.68164
Zhang, Ning; Wu, Qiang |
|
2019
|
Weighted estimates for multilinear Calderón-Zygmund operators. Zbl 1481.42020
Wu, Qiang |
|
2004
|
Estimating variable structure and dependence in multitask learning via gradients. Zbl 1237.68145
Guinney, Justin; Wu, Qiang; Mukherjee, Sayan |
|
2011
|
Boundedness of multilinear oscillatory singular integrals on Hardy type spaces. Zbl 0968.42010
Hu, Guoen; Wu, Qiang; Yang, Dachun |
|
2000
|
The smallest houses of reciprocal algebraic integers. Zbl 1290.11142
Fang, Yunfei; Li, Meixia; Wu, Qiang |
|
2010
|
Weighted uniform boundedness of multilinear oscillatory singular integrals. Zbl 1078.42503
Lu, Shanzen; Wu, Qiang; Yang, Dachun |
|
2000
|
Boundedness of multilinear operators on Herz type spaces: extreme cases. Zbl 1104.42011
Wu, Qiang; Yang, Dachun |
|
2005
|
Genetic pleiotropy test by quasi \(p\)-value with application to typhoon data in China. Zbl 1497.92173
Wu, Qiang; Zhong, Shaojun; Tong, Xingwei |
|
2022
|
Accuracy improvement of a predictor-corrector compact difference scheme for the system of two-dimensional coupled nonlinear wave equations. Zbl 1540.65282
Deng, Dingwen; Wu, Qiang |
|
2023
|
Learning theory of minimum error entropy under weak moment conditions. Zbl 1482.68200
Huang, Shouyou; Feng, Yunlong; Wu, Qiang |
|
2022
|
Error estimations of the fourth-order explicit Richardson extrapolation method for two-dimensional nonlinear coupled wave equations. Zbl 1499.65385
Deng, Dingwen; Wu, Qiang |
|
2022
|
A statistical learning assessment of Huber regression. Zbl 1504.62092
Feng, Yunlong; Wu, Qiang |
|
2022
|
The error estimations of a two-level linearized compact ADI method for solving the nonlinear coupled wave equations. Zbl 07496461
Deng, Dingwen; Wu, Qiang |
|
2022
|
Optimality of regularized least squares ranking with imperfect kernels. Zbl 07831034
He, Fangchao; Zeng, Yu; Zheng, Lie; Wu, Qiang |
|
2022
|
Genetic pleiotropy test by quasi \(p\)-value with application to typhoon data in China. Zbl 1497.92173
Wu, Qiang; Zhong, Shaojun; Tong, Xingwei |
|
2022
|
The studies of the linearly modified energy-preserving finite difference methods applied to solve two-dimensional nonlinear coupled wave equations. Zbl 1502.65058
Deng, Dingwen; Wu, Qiang |
|
2021
|
Analysis of the linearly energy- and mass-preserving finite difference methods for the coupled Schrödinger-Boussinesq equations. Zbl 1501.65033
Deng, Dingwen; Wu, Qiang |
|
2021
|
Fluctuation results for multi-species Sherrington-Kirkpatrick model in the replica symmetric regime. Zbl 1484.82064
Dey, Partha S.; Wu, Qiang |
|
2021
|
Linearized and decoupled structure-preserving finite difference methods and their analyses for the coupled Schrödinger-Boussinesq equations. Zbl 07776179
Deng, Dingwen; Wu, Qiang |
|
2021
|
Optimal rates of distributed regression with imperfect kernels. Zbl 1528.68348
Sun, Hongwei; Wu, Qiang |
|
2021
|
Kernel gradient descent algorithm for information theoretic learning. Zbl 1479.62024
Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2021
|
Robust pairwise learning with Huber loss. Zbl 1528.68344
Huang, Shouyou; Wu, Qiang |
|
2021
|
Distributed kernel gradient descent algorithm for minimum error entropy principle. Zbl 1434.68416
Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2020
|
Modeling interactive components by coordinate kernel polynomial models. Zbl 1485.68214
Guo, Xin; Li, Lexin; Wu, Qiang |
|
2020
|
Learning under \((1 + \epsilon)\)-moment conditions. Zbl 1442.62150
Feng, Yunlong; Wu, Qiang |
|
2020
|
Distributed minimum error entropy algorithms. Zbl 1517.68330
Guo, Xin; Hu, Ting; Wu, Qiang |
|
2020
|
Averaging versus voting: a comparative study of strategies for distributed classification. Zbl 1486.68161
Wang, Donglin; Xu, Honglan; Wu, Qiang |
|
2020
|
Bias corrected regularization kernel method in ranking. Zbl 1442.68195
He, Fangchao; Wu, Qiang |
|
2019
|
Overlapping sliced inverse regression for dimension reduction. Zbl 1431.62258
Zhang, Ning; Yu, Zhou; Wu, Qiang |
|
2019
|
Online learning for supervised dimension reduction. Zbl 1486.68164
Zhang, Ning; Wu, Qiang |
|
2019
|
Learning theory of distributed regression with bias corrected regularization kernel network. Zbl 1435.68260
Guo, Zheng-Chu; Shi, Lei; Wu, Qiang |
|
2017
|
Learning performance of regularized moving least square regression. Zbl 1365.62251
Tong, Hongzhi; Wu, Qiang |
|
2017
|
Consistency analysis of an empirical minimum error entropy algorithm. Zbl 1382.94034
Fan, Jun; Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2016
|
Error bounds for learning the kernel. Zbl 1392.68357
Micchelli, Charles A.; Pontil, Massimiliano; Wu, Qiang; Zhou, Ding-Xuan |
|
2016
|
Convergence of gradient descent for minimum error entropy principle in linear regression. Zbl 1414.94263
Hu, Ting; Wu, Qiang; Zhou, Ding-Xuan |
|
2016
|
Regularization schemes for minimum error entropy principle. Zbl 1329.68216
Hu, Ting; Fan, Jun; Wu, Qiang; Zhou, Ding-Xuan |
|
2015
|
Learning theory approach to minimum error entropy criterion. Zbl 1320.62096
Hu, Ting; Fan, Jun; Wu, Qiang; Zhou, Ding-Xuan |
|
2013
|
Regularization networks with indefinite kernels. Zbl 1295.68141
Wu, Qiang |
|
2013
|
Indefinite kernel network with dependent sampling. Zbl 1281.68194
Sun, Hongwei; Wu, Qiang |
|
2013
|
Kernel sliced inverse regression: regularization and consistency. Zbl 1364.62101
Wu, Qiang; Liang, Feng; Mukherjee, Sayan |
|
2013
|
Learning the coordinate gradients. Zbl 1253.68287
Ying, Yiming; Wu, Qiang; Campbell, Colin |
|
2012
|
Sparse PCA by iterative elimination algorithm. Zbl 1239.62075
Wang, Yang; Wu, Qiang |
|
2012
|
Least square regression with indefinite kernels and coefficient regularization. Zbl 1225.65015
Sun, Hongwei; Wu, Qiang |
|
2011
|
The trace problem for totally positive algebraic integers. Zbl 1290.11143
Liang, Yanhua; Wu, Qiang |
|
2011
|
Estimating variable structure and dependence in multitask learning via gradients. Zbl 1237.68145
Guinney, Justin; Wu, Qiang; Mukherjee, Sayan |
|
2011
|
Regularized least square regression with dependent samples. Zbl 1191.68535
Sun, Hongwei; Wu, Qiang |
|
2010
|
Learning gradients on manifolds. Zbl 1200.62070
Mukherjee, Sayan; Wu, Qiang; Zhou, Ding-Xuan |
|
2010
|
The smallest Perron numbers. Zbl 1219.11158
Wu, Qiang |
|
2010
|
Learning gradients: predictive models that infer geometry and statistical dependence. Zbl 1242.62064
Wu, Qiang; Guinney, Justin; Maggioni, Mauro; Mukherjee, Sayan |
|
2010
|
The smallest houses of reciprocal algebraic integers. Zbl 1290.11142
Fang, Yunfei; Li, Meixia; Wu, Qiang |
|
2010
|
Application of integral operator for regularized least-square regression. Zbl 1165.45310
Sun, Hongwei; Wu, Qiang |
|
2009
|
A note on application of integral operator in learning theory. Zbl 1165.68059
Sun, Hongwei; Wu, Qiang |
|
2009
|
Learning with sample dependent hypothesis spaces. Zbl 1165.68388
Wu, Qiang; Zhou, Ding-Xuan |
|
2008
|
Positive solutions of a prey-predator model with predator saturation and competition. Zbl 1147.35106
Wang, Mingxin; Wu, Qiang |
|
2008
|
Multi-kernel regularized classifiers. Zbl 1171.65043
Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2007
|
Characterizing the function space for Bayesian kernel models. Zbl 1222.62039
Pillai, Natesh S.; Wu, Qiang; Liang, Feng; Mukherjee, Sayan; Wolpert, Robert L. |
|
2007
|
Learning rates of least-square regularized regression. Zbl 1100.68100
Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2006
|
Estimation of gradients and coordinate covariation in classification. Zbl 1222.62078
Mukherjee, Sayan; Wu, Qiang |
|
2006
|
Analysis of support vector machine classification. Zbl 1098.68680
Wu, Qiang; Zhou, Ding-Xuan |
|
2006
|
SVM soft margin classifiers: linear programming versus quadratic programming. Zbl 1108.90324
Wu, Qiang; Zhou, Ding-Xuan |
|
2005
|
Learning theory: from regression to classification. Zbl 1205.62084
Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2005
|
Boundedness of multilinear operators on Herz type spaces: extreme cases. Zbl 1104.42011
Wu, Qiang; Yang, Dachun |
|
2005
|
Support vector machine soft margin classifiers: error analysis. Zbl 1222.68167
Chen, Di-Rong; Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan |
|
2004
|
CBMO estimates for commutators and multilinear singular integrals. Zbl 1081.42011
Lu, Shanzhen; Wu, Qiang |
|
2004
|
Weighted estimates for multilinear Calderón-Zygmund operators. Zbl 1481.42020
Wu, Qiang |
|
2004
|
Endpoint estimates for certain commutators of fractional and singular integrals. Zbl 1018.42010
Lu, Shanzhen; Wu, Qiang |
|
2003
|
Weighted \((L^p,L^q)\) estimates for multilinear oscillatory singular integrals. Zbl 1050.42013
Ding, Yong; Wu, Qiang; Yang, Dachun |
|
2003
|
Boundedness of commutators on Hardy type spaces. Zbl 1098.42009
Lu, Shanzhen; Wu, Qiang; Yang, Dachun |
|
2002
|
On fractional multilinear singular integrals. Zbl 1004.42019
Wu, Qiang; Yang, Dachun |
|
2002
|
A remark on multilinear singular integrals with rough kernels. Zbl 1045.42010
Pan, Yibiao; Wu, Qiang; Yang, Dachun |
|
2001
|
Boundedness of multilinear oscillatory singular integrals on Hardy type spaces. Zbl 0968.42010
Hu, Guoen; Wu, Qiang; Yang, Dachun |
|
2000
|
Weighted uniform boundedness of multilinear oscillatory singular integrals. Zbl 1078.42503
Lu, Shanzen; Wu, Qiang; Yang, Dachun |
|
2000
|
