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

Derrick Gilchrist Edward Manoharan, Eljas Linna, Kestutis Baltakys +2

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…