Glossary · Term

Lipschitz

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Definition

A math property meaning a function's output can't change too wildly when its input changes a little.

A function f is Lipschitz with constant L if ||f(x) − f(y)|| ≤ L ||x − y||; used to bound sensitivity and ensure stability.

Mentioned in 1 episode

  1. 032
    A Sticky-Note for Every Layer: Letting Transformers Remember What They Were Just Thinking