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Gen AI in Finance

Manaswinee Bezbaruah, HY LAM, Haridas Kumar Das, Ming Zhang


Working on generating finance time series using deep learning, with application on portfolio optimization and risk management.
It could be done by:
1. Using GAN structure to simulate times series, which can combine Transformer structure in time series modeling (see
2. Using more recent generative AI structures like diffusions ( see

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