Federated Learning

Full Title

A means of learning where the nodes can operate independently to create a common understanding of a problem.

Context

Most human learning is federated in the sense that each human operates as an independent entity which receives inputs and creates outputs.

A Hierarchical Directed Graph

One solution is to create a network of all nodes that run any learning algorithm into a tree with paths that always move towards the root and away from the leaves as well as paths that go from the root out to the leaves.