Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function

Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati +2

Translation-based embedding models have gained significant attention in link prediction tasks for knowledge graphs. TransE is the primary model among translation-based embeddings a…