Inductive bias
= Inductive bias
= Inductive biases
{synonym}
Constraints or preferences that guide <generalization> beyond observed training examples. Local <convolution>, <weight sharing>, a compositional grammar and a prior over programs supply different inductive biases. Their usefulness depends on the structure of the target problem.