Gradient scarcity with Bilevel Optimization for Graph Learning

Hashem Ghanem, Samuel Vaiter, Nicolas Keriven

A common issue in graph learning under the semi-supervised setting is referred to as gradient scarcity. That is, learning graphs by minimizing a loss on a subset of nodes causes ed…