Volatility Surface Reconstruction using Deep Learning under No-Arbitrage Constraints

Pablo Rodriguez Manzi

We study the reconstruction of implied volatility surfaces from sparse and noisy option quotes using deep learning models under no-arbitrage constraints. We compare multiple neural…