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Quantitative Finance · Glossary

What is Linear probe?

Definition 10.5 Machine Learning for Markets · Chapter 10 — Representation Learning

A linear probe is a linear model (here a ridge regression) fitted on the frozen codes of a pre-trained encoder; its score measures how much of the task the representation makes linearly available (Alain and Bengio, 2017).

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