Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability

Stochastic optimization of the Area Under the Precision-Recall Curve (AUPRC) is a crucial problem for machine learning. Although various algorithms have been extensively studied for AUPRC optimization, the generalization is only guaranteed in the multi-query case. In this work, we present the first...

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Hauptverfasser:	Wen, Peisong, Xu, Qianqian, Yang, Zhiyong, He, Yuan, Huang, Qingming
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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