Armin Pourshafeie

Unsupervised Learning from Noisy Networks with Applications to Hi-C Data

Complex networks play an important role in a plethora of disciplines in natural sciences. Cleaning up noisy observed networks, poses an important challenge in network analysis Existing methods utilize labeled data to alleviate the noise effect in the network. However, labeled data is usually expens…