Learning and Compositionality: a Unification Attempt via Connectionist Probabilistic Programming

Ximing Qiao, Hai Li

We consider learning and compositionality as the key mechanisms towards simulating human-like intelligence. While each mechanism is successfully achieved by neural networks and sym…