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Han Shen

On Penalty-based Bilevel Gradient Descent Method

Feb 10, 2023
Han Shen, Tianyi Chen

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Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization

Nov 14, 2022
Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen

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* Submitted to conference in Oct 2022

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A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences

Jun 21, 2022
Han Shen, Tianyi Chen

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