History Is Not Enough: An Adaptive Dataflow System for Financial Time-Series Synthesis

Haochong Xia, Yao Long Teng, Regan Tan +3

In quantitative finance, the gap between training and real-world performance-driven by concept drift and distributional non-stationarity-remains a critical obstacle for building re…