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Mar, 2022
应用于机器学习的最小-最大二层多目标优化
Min-Max Bilevel Multi-objective Optimization with Applications in Machine Learning
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Alex Gu, Songtao Lu, Parikshit Ram, Lily Weng
TL;DR
本文提出MORBiT算法解决min-max多目标双层优化问题,给出收敛速度,并且在鲁棒性表示学习和鲁棒性超参数优化方面进行试验,得到实验效果的验证。
Abstract
This paper is the first to propose a generic min-max bilevel
multi-objective optimization
framework, highlighting applications in
representation learning
and
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