NeuralChaos: Optimal Adapted Approximation of Square Integrable Predictable Processes

Anastasis Kratsios, Giulia Livieri, Philipp Schmocker

The paper proposes NeuralChaos, a neural operator architecture that efficiently approximates predictable square‑integrable stochastic processes using finitely many Brownian motion…