Roy R. Lederman

Common Variable Learning and Invariant RepresentationLearning using Siamese Neural Networks

2015 · arXiv (Cornell University)

We consider the statistical problem of learning common source of variability in data which are synchronously captured by multiple sensors, and demonstrate that Siamese neural networks can be naturally applied to this problem. This approach …