Transfer learning across assets can fail when:

Question

Accepted Answer

Regimes and market microstructures differ too much for shared representations to help. — Transfer learning fails when regimes/microstructures differ too much — don’t force it.

Answer

Assets are identical in all microstructure ways always.

Answer

Labels are perfectly aligned always.

Answer

Regulators require transfer learning.

Transfer learning across assets can fail when:

Short Explanation and Infographic

Full Explanation