Search Results for author: Shuchen Zhu

Found 2 papers, 0 papers with code

Decentralized Bilevel Optimization over Graphs: Loopless Algorithmic Update and Transient Iteration Complexity

no code implementations5 Feb 2024 Boao Kong, Shuchen Zhu, Songtao Lu, Xinmeng Huang, Kun Yuan

In this paper, we introduce a single-loop decentralized SBO (D-SOBA) algorithm and establish its transient iteration complexity, which, for the first time, clarifies the joint influence of network topology and data heterogeneity on decentralized bilevel algorithms.

Bilevel Optimization

Short and Long Range Population Dynamics of the Monarch

no code implementations16 Dec 2011 Komi Messan, Kyle Smith, Shawn Tsosie, Shuchen Zhu, Sergei Suslov

In Stages 3 and 4, we propose exponential decay functions to model the monarch butterfly's fall migration to central Mexico and their time at the overwintering site.

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