arxivcs.LG2026-07-24
Susceptible Reservoir Architectures for Regime-Conditional Volatility Forecasting
Volatility forecasting is dominated by persistence and measurement noise, leaving limited residual structure for nonlinear models to exploit. We introduce Susceptible Architectures (SUSA), a reservoir-design principle for volatility forecasting, and its two concrete implementatio…