cs.LG, math.PR, math.ST, q-fin.CP, stat.ML, stat.TH

Forecast collapse of transformer-based models under squared loss in financial time series

arXiv:2604.00064v1 Announce Type: new
Abstract: We study trajectory forecasting under squared loss for time series with weak conditional structure, using highly expressive prediction models. Building on the classical characterization of squared-loss r…