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Latent-Space No-Arbitrage Geometry of Generative Models for Implied Volatility Surfaces
Generative models for implied volatility surfaces must produce outputs that satisfy static no-arbitrage constraints. We study these constraints in latent space. For a fixed generator, we assign each latent code a scalar margin determined by the no-arbitrage conditions of the generated surface. The c
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