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Ya-xiang Yuan

A space-decoupling framework for optimization on bounded-rank matrices with orthogonally invariant constraints

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Jan 23, 2025
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Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity

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May 30, 2024
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LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace

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Apr 04, 2024
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Linear convergence of Nesterov-1983 with the strong convexity

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Jun 16, 2023
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On Underdamped Nesterov's Acceleration

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Apr 28, 2023
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Linear Convergence of ISTA and FISTA

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Dec 13, 2022
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Revisiting the acceleration phenomenon via high-resolution differential equations

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Dec 12, 2022
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Proximal Subgradient Norm Minimization of ISTA and FISTA

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Nov 03, 2022
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Gradient Norm Minimization of Nesterov Acceleration: $o(1/k^3)$

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Sep 19, 2022
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