2 papers
cs.LG2020
Navigating the Dynamics of Financial Embeddings over Time
Antonia Gogoglou, Brian Nguyen, Alan Salimov +2
Financial transactions constitute connections between entities and through these connections a large scale heterogeneous weighted graph is formulated. In this labyrinth of interact…
cs.LG2020
Quantifying Challenges in the Application of Graph Representation Learning
Antonia Gogoglou, C. Bayan Bruss, Brian Nguyen +2
Graph Representation Learning (GRL) has experienced significant progress as a means to extract structural information in a meaningful way for subsequent learning tasks. Current app…