[1]
|
Chun, X.R. and Sun, H.W. (2013) Regularized Least Square Regression with Unbounded and Dependent Sampling. Abstract and Applied Analysis, 2013, 900-914.
|
[2]
|
Gao, Q. and Ye, P.X. (2016) Coefficient-Based Regularized Regression with Dependent and Unbounded Sampling. International Journal of Wavelets Multiresolution and Information Processing, 14, Article ID: 1650039.
|
[3]
|
Sun, H. and Guo, Q. (2011) Coefficient Regularized Regression with Non-Iid Sampling. International Journal of Computer Mathematics, 88, 3113-3124. https://doi.org/10.1080/00207160.2011.587511
|
[4]
|
Zhang, M.J. and Sun, H.W. (2017) Regression Learning with Non-Identically and Non-Independently Sampling. International Journal of Wavelets Multiresolution and Information Processing, 15, Article ID: 1750007.
https://doi.org/10.1142/S0219691317500072
|
[5]
|
Vapink, V. (1998) Statistical Learning Theory. Wiley, New York, 3185.
|
[6]
|
Pan, Z.W. and Xiao, Q.W. (2009) Least-Square Regularized Regression with Non-Iid Sampling. Journal of Statistical Planning and Inference, 139, 3579-3587. https://doi.org/10.1016/j.jspi.2009.04.007
|
[7]
|
Sun, H.W. and Wu, Q. (2012) Regu-larized Least Square Regression with Dependent Sampling. Advances in Computational Mathematics, 32, 175-189.
|
[8]
|
Qiang, W., Ying, Y. and Ding, X.Z. (2006) Learning Rates of Least-Square Regularized Regression. Foundations of Computational Mathematics, 6, 171-192. https://doi.org/10.1007/s10208-004-0155-9
|
[9]
|
Sheng, B.H., Ye, P.X. and Wang, J.L. (2012) Learning Rates for Least Square Regression with Coefficient Regularization. Acta Mathmation Sinica, English Series, 8, 2205-2212. https://doi.org/10.1007/s10114-012-0607-0
|
[10]
|
Sun, H. and Wu, Q. (2011) Least Square Regression with Indefinite Kernels and Coefficient Regularization. Applied and Computation Harmonic Analysis, 30, 96-109. https://doi.org/10.1016/j.acha.2010.04.001
|
[11]
|
Zuo, L., Li, L.Q. and Chen, C. (2015) The Graph Based Semi-Supervised Al-gorithm with l1-Regularizer. Neurocomputing, 149, 966-974.
|
[12]
|
Qu, Z.F. and Sun, H.W. (2016) Indefinite Kernel Network with lq-Norm Regularization. Discrete Dynamics in Nature and Society Volume, Article ID: 6516258.
|
[13]
|
Wu, Q. (2013) Regularization Networks with Indefinite Kernels. Journal of Approximation Theory, 166, 1-18.
|
[14]
|
Cai, J. (2013) Coefficient-Based Regression with Non-Identical Unbounded Sampling. Hindawi Publishing Corporation Abstract and Applied Analysis, 415-425. https://doi.org/10.1155/2013/134727
|
[15]
|
Cai, J. and Wang, C (2013) Coefficient-Based Regularized Regression with Indefinite Kernels by Unbounded Sampling. Scientia Sinica Mathematica, 43, 613-624.
|
[16]
|
Cucker, F. and Zhou, D.X. (2007) Learning Theory: An Approximation Theory Viewpoint. Cambridge University Press. https://doi.org/10.1017/CBO9780511618796
|
[17]
|
Sun, H. and Guo, Q. (2009) A Note On Application of Integral Operator in Learning Theory. Applied and Computational Harmonic Analysis, 26, 416-421.
|