UQ-LOB: Uncertainty-Aware Limit Order Book Mid-Price Forecasting.

arXiv:2609.31491v2 Announce Type: replace Abstract: Forecasting short-horizon mid-price movements from limit order book (LOB) data is central to algorithmic trading, yet most deep LOB forecasters are point predictors: they output a direction or a displacement,