On-Average Stability of Multipass Preconditioned SGD and Effective Dimension | ScienceToStartup | ScienceToStartup

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References (41)

[1]

SAPPHIRE: Preconditioned Stochastic Variance Reduction for Faster Large-Scale Statistical Learning

2025Jing Sun, Zachary Frangella et al.

[2]

High-probability minimax lower bounds

2024Tianyi Ma, K. A. Verchand et al.

[3]

PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates

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"This paper explores the theoretical aspects of multipass Preconditioned Stochastic Gradient Descent and its impact on generalization."

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On-Average Stability of Multipass Preconditioned SGD and Effective Dimension

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"This paper explores the theoretical aspects of multipass Preconditioned Stochastic Gradient Descent and its impact on generalization."

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On-Average Stability of Multipass Preconditioned SGD and Effective Dimension

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Founder's Pitch

"This paper explores the theoretical aspects of multipass Preconditioned Stochastic Gradient Descent and its impact on generalization."

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