Search Results for author: Chengtao Jian

Found 2 papers, 1 papers with code

Provably Convergent Federated Trilevel Learning

no code implementations19 Dec 2023 Yang Jiao, Kai Yang, Tiancheng Wu, Chengtao Jian, Jianwei Huang

To address the aforementioned challenges, this paper proposes an asynchronous federated trilevel optimization method to solve TLO problems.

Decision Making Domain Adaptation +2

Asynchronous Distributed Bilevel Optimization

1 code implementation20 Dec 2022 Yang Jiao, Kai Yang, Tiancheng Wu, Dongjin Song, Chengtao Jian

Bilevel optimization plays an essential role in many machine learning tasks, ranging from hyperparameter optimization to meta-learning.

Bilevel Optimization Hyperparameter Optimization +1

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