11 citations · 21 across the 2 of their papers we have counts for
2 papers
q-fin.RM2020★ 11 cited
Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data
Jillian M. Clements, Di Xu, Nooshin Yousefi +1
Machine learning plays an essential role in preventing financial losses in the banking industry. Perhaps the most pertinent prediction task that can result in billions of dollars i…
cs.LG2020★ 10 cited
Using generative adversarial networks to synthesize artificial financial datasets
Dmitry Efimov, Di Xu, Luyang Kong +2
Generative Adversarial Networks (GANs) became very popular for generation of realistically looking images. In this paper, we propose to use GANs to synthesize artificial financial…