Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data

Sergul Aydore, Bertrand Thirion, Gael Varoquaux

In many applications where collecting data is expensive, for example neuroscience or medical imaging, the sample size is typically small compared to the feature dimension. It is ch…