Search Results for author: Yuanshi Liu

Found 1 papers, 0 papers with code

Accelerated Gradient Algorithms with Adaptive Subspace Search for Instance-Faster Optimization

no code implementations6 Dec 2023 Yuanshi Liu, Hanzhen Zhao, Yang Xu, Pengyun Yue, Cong Fang

In this paper, we open up a new way to design and analyze gradient-based algorithms with direct applications in machine learning, including linear regression and beyond.

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