​Differential Machine Learning

This paper provides a research of new neural network types, which allow to significantly speed up fair price and risk evaluation for various option contracts. Methods described in this research allow traders to recognize arbitrage opportunities faster than competitors and, thus generate profit.

May 21, 2021
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