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Universal Diffusion Models for Implied Volatility Surfaces: Learning Shared Dynamics Across Stocks

Yang, Mingzhi et al.
arXiv (All) · Papers
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computational-finance
Modeling the dynamics of option implied volatility surface (IVS) is crucial for pricing, hedging, and risk-managing option portfolios. We develop a universal conditional diffusion model that learns to jointly generate next-day IVS increments and the underlying stock's returns. The model is trained o
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