Same Error, Different Function: The Optimizer as an Implicit Prior in Financial Time Series

Federico Vittorio Cortesi, Giuseppe Iannone, Giulia Crippa +2

Neural networks applied to financial time series operate in a regime of underspecification, where model predictors achieve indistinguishable out-of-sample error. Using large-scale…