Maria Lavzin

Contextual Feature Selection with Conditional Stochastic Gates

Feature selection is a crucial tool in machine learning and is widely applied across various scientific disciplines. Traditional supervised methods generally identify a universal set of informative features for the entire population. However, feature relevance often varies with context, while the co…