no code implementations • 19 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.
1 code implementation • 20 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.
no code implementations • 15 Jan 2021 • Jing Jin, Cai Liang, Tiancheng Wu, Liqin Zou, Zhiliang Gan
The main idea of our method is that the KD technique is leveraged to transfer the knowledge from a "teacher" model to a "student" model when exploiting LSQ to quantize that "student" model during the quantization training process.