A framework for bilevel optimization that enables stochastic and global variance reduction algorithms

Mathieu Dagréou, Pierre Ablin, Samuel Vaiter +1

Bilevel optimization, the problem of minimizing a value function which involves the arg-minimum of another function, appears in many areas of machine learning. In a large scale emp…