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Computer ScienceMathematics

A Comprehensive Survey of Loss Functions in Machine Learning

Qi Wang, Yue Ma, Kun Zhao, Ying-jie Tian

2020.4.12Annals of Data Science

DOI: 10.1007/s40745-020-00253-5

tlooto Summary

This paper summarizes and analyzes 31 classical loss functions in machine learning from the aspects of traditional machine learning and deep learning respectively and mainly selects object detection and face recognition to introduces their loss functions.

Abstract

Abstract is not available.

Citation format

WANG, Qi, et al. A comprehensive survey of loss functions in machine learning. Annals of Data Science, 2020, 9: 187–212.