2021
Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks
ICML 2021spotlight
Banks are required to analyse large transaction datasets as a part of the fight against financial crime. Today, this analysis is either performed manually by domain experts or using expensive feature engineering. Gradient flow analysis allows for basic representation learning as node potentials can…