most citedAveraged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity

2 citations · 3 across the 3 of their papers we have counts for

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math.OC2023★ 2 cited

Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity

Risheng Liu, Yaohua Liu, Wei Yao +2

Gradient methods have become mainstream techniques for Bi-Level Optimization (BLO) in learning fields. The validity of existing works heavily rely on either a restrictive Lower-Lev…

math.OC2022★ 1 cited

Towards Extremely Fast Bilevel Optimization with Self-governed Convergence Guarantees

Risheng Liu, Xuan Liu, Wei Yao +2

Gradient methods have become mainstream techniques for Bi-Level Optimization (BLO) in learning and vision fields. The validity of existing works heavily relies on solving a series…