Dimensionality compression and expansion in Deep Neural Networks

Stefano Recanatesi, Matthew Farrell, Madhu Advani +3

Datasets such as images, text, or movies are embedded in high-dimensional spaces. However, in important cases such as images of objects, the statistical structure in the data const…