[KongchangAI]
ConceptFrozen Linear Probe

Frozen Linear Probe

A method for evaluating the quality of representations from a pretrained model: the model parameters are frozen and only a linear classifier or regression head is trained, measuring the task-relevant information that is linearly separable in the representation.

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Oct 22

Frozen linear probes trained on BD and AR representations perform almost identically across various clinical prediction tasks.

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