Bilevel Optimization

Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
In recent years, decentralized bilevel optimization has gained significant attention thanks to its versatility in modeling a wide range …
Zhuqing Liu, Xin Zhang, Prashant Khanduri, Songtao Lu, Jia Liu
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INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
In recent years, decentralized bilevel optimization problems have received increasing attention in the networking and machine learning …
Zhuqing Liu, Xin Zhang, Prashant Khanduri, Songtao Lu, Jia Liu
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