A Compact Selective State-Space Model for Cross-Sectional Stock Return Ranking from Raw Intraday Bars

Mingju Chen, Enze Zhang, Annan Li +5

We present STRATA (Staggered-Timescale Residual Architecture), a 244,633-parameter sequence model that maps five trading days of raw five-minute bar and order-book data directly to…