A Topological Approach to Parameterizing Deep Hedging Networks

Alok Das, Kiseop Lee

Deep hedging uses recurrent neural networks to hedge financial products that cannot be fully hedged in incomplete markets. Previous work in this area focuses on minimizing some mea…