Arbitrage-Free Bond and Yield Curve Forecasting with Neural Filters under HJM Constraints

Xiang Gao, Cody Hyndman

We develop an arbitrage-free deep learning framework for yield curve and bond price forecasting based on the Heath-Jarrow-Morton (HJM) term-structure model and a dynamic Nelson-Sie…