CORRGAN: Sampling Realistic Financial Correlation Matrices Using Generative Adversarial Networks.

Published in: ICASSP (2020)

Keyphrases

social networks
generative model
power law
neural network
decision making
monte carlo
real life
data driven
singular value decomposition
correlation matrix
computer networks
sampling algorithm
correlation coefficient
random sampling
fraud detection
low rank approximation