Leveraging Task Structures for Improved Identifiability in Neural Network Representations

Wenlin Chen, Julien Horwood, Juyeon Heo +1

This work extends the theory of identifiability in supervised learning by considering the consequences of having access to a distribution of tasks. In such cases, we show that line…