24 citations · 68 across the 16 of their papers we have counts for
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cs.LG2021
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse
Junyi Li, Bin Gu, Heng Huang
In this paper, we propose a new Hessian inverse free Fully Single Loop Algorithm (FSLA) for bilevel optimization problems. Classic algorithms for bilevel optimization admit a doubl…
cs.LG2021
Compositional federated learning: Applications in distributionally robust averaging and meta learning
Feihu Huang, Junyi Li
In the paper, we propose an effective and efficient Compositional Federated Learning (ComFedL) algorithm for solving a new compositional Federated Learning (FL) framework, which fr…