Assertion: gradient descent | /r/HasAspect | information
Facets:
value: about local steepness
type: OTHER
Source sentences:
text: However, gradient descent only has information about local steepness, so it "doesn't know" that strategy would be more efficient, and it is subject to the vagaries of the Hessian having eigenvalues on different scales.