Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions

Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala. Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions. In Hisao Ishibuchi, Chee-Keong Kwoh 0001, Ah-Hwee Tan, Dipti Srinivasan, Chunyan Miao, Anupam Trivedi, Keeley A. Crockett, editors, IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022. pages 1423-1429, IEEE, 2022. [doi]

Abstract

Abstract is missing.