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Jun, 2023
LibAUC: 一个用于X-风险优化的深度学习库
LibAUC: A Deep Learning Library for X-Risk Optimization
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Zhuoning Yuan, Dixian Zhu, Zi-Hao Qiu, Gang Li, Xuanhui Wang...
TL;DR
本文介绍了一个用于优化风险函数家族 X-risks 的深度学习库 LibAUC,它采用一种新的 mini-batch 管道实现 DXO 算法,实现了 CID、LTR 和 CLR 等多种任务的良好性能和收敛性。
Abstract
This paper introduces the award-winning
deep learning
(DL) library called
libauc
for implementing state-of-the-art algorithms towards optimizing a family of
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