45 citations · 165 across the 32 of their papers we have counts for
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cs.LG2023★ 3 cited
Efficient Gradient Approximation Method for Constrained Bilevel Optimization
Siyuan Xu, Minghui Zhu
Bilevel optimization has been developed for many machine learning tasks with large-scale and high-dimensional data. This paper considers a constrained bilevel optimization problem,…
cs.LG2021★ 1 cited
Lightweight Distributed Gaussian Process Regression for Online Machine Learning
Zhenyuan Yuan, Minghui Zhu
In this paper, we study the problem where a group of agents aim to collaboratively learn a common static latent function through streaming data. We propose a lightweight distribute…