Labels, Information, and Computation: Efficient Learning Using Sufficient Labels

Duan, SY; Chang, SC; Príncipe, JC

Duan, SY (通讯作者),Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2023; 24 ():

Abstract

In supervised learning, obtaining a large set of fully-lab eled training data is expensive. We show that we do not always need full label information ......

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