Michael B. Chang

Automatically Composing Representation Transformations as a Means for Generalization

2019 · International Conference on Learning Representations

A generally intelligent learner should generalize to more complex tasks than it has previously encountered, but the two common paradigms in machine learning -- either training a separate learner per task or training a single …