Unverified50% confidenceFactExact time

Under infinite-variance gradients, the convergence rate of SGD is determined by the tail index t rather than the conventional 1/sqrt(n) rate.

1

Sources

50%

Confidence

Long-term

Relevance

10/19/2026

First Seen

Sources

Exact Tail Laws for SGD with Infinite-Variance Gradients

Related Entities

SGDconcept 尾部指数concept

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