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

Sergül Aydöre, Bertrand Thirion, Gaël Varoquaux

Abstract: 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. These datasets call for i...