Heads, Not Backbones: Output Heads Dominate Architectures on Fat-Tailed Returns

Sichao He, Yansong Zhang

In a deep forecasting pipeline for fat-tailed financial returns at short horizons, which matters more - the backbone architecture or the output head? We compare four modern backbon…