Kelly, Bryan T.; Kuznetsov, Boris; Malamud, Semyon; Xu, … - 2023
We develop a novel methodology for extracting information from option implied volatility (IV) surfaces for the cross-section of stock returns, using image recognition techniques from machine learning (ML). The predictive information we identify is essentially uncorrelated with most of the...