ABSTRACT: It has been known for decades that a polynomial-size training sample suffices for learning neural networks.  Most theoretical results, however, indicate that these learning [...]

ABSTRACT: Humans mentally model the causal structure of the world, and manipulate these models to reason: we infer plausible causes of events, construct explanations, and [...]