# Blog

## Workshop on Equivariance and Data Augmentation recordings posted

Exploiting symmetry in structured data is a powerful way to improve learning and generalization ability of AI systems, and extract more information, in applications from vision and NLP to robotics. …

## Machine Learning for Wireless Communications

Mathematically, this time scale dichotomy results in problems with a distinct structure. The short time scale (instantaneous) state of channels is described by a random vector $\bbh$ whose different components …