Convergence Rate for I-q-Coefficient Regularized Regression With Non-i.i.d. Sampling

Guo, Q; Ye, PX; Cai, BL

Ye, PX (reprint author), Nankai Univ, Sch Math Sci, Tianjin 300071, Peoples R China.; Ye, PX (reprint author), Nankai Univ, LPMC, Tianjin 300071, Peoples R China.

IEEE ACCESS, 2018; 6 (): 18804

Abstract

Many learning algorithms use hypothesis spaces which are trained from samples, but little theoretical work has been devoted to the study of these algo......

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