Assertion: gradient descent | /r/HasProperty | multiple basins
Facets:
value: in the objective function
type: OTHER
Source sentences:
text: Traditional gradient descent does not guarantee optimality and in fact, it could easily fall into local minimum when there are multiple basins in the objective function, as parameters each time only move slightly based on gradient and no stochasticity is allowed.