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Zeyu Shen

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Jul 2026

Memory-Computation Tradeoffs in Semi Amortized Parametric Optimization

A general proof framework is provided that explicitly quantifies the memory cost of acceleration---how much offline memory is required to achieve a prescribed speedup over the unaided online optimizer---and identifies two key quantities driving this cost: the convergence rate of the online optimizer and the Lipschitz s...

Shijie Pan, Agustin Castellano, Zeyu Shen et al. · 0 citations

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