Noel E. O'Connor

Towards Efficient Hyperbolic Representation Learning for Recommender Systems

Real-world relational data in recommender systems (RSs), particularly in domains such as e-commerce, often exhibits hierarchical structures, such as linking User → Product Category → Sub-Category → Item. Message-passing models such as Graph Neural Networks (GNNs), which propagate information across nodes, have been app...