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cs.LG2023
Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning
Jiahuan Wang, Jun Chen, Hong Chen +3
Recently, some mixture algorithms of pointwise and pairwise learning (PPL) have been formulated by employing the hybrid error metric of "pointwise loss + pairwise loss" and have sh…
cs.LG2019★ 2 cited
Principal Model Analysis Based on Partial Least Squares
Qiwei Xie, Liang Tang, Weifu Li +2
Motivated by the Bagging Partial Least Squares (PLS) and Principal Component Analysis (PCA) algorithms, we propose a Principal Model Analysis (PMA) method in this paper. In the pro…