StochLOB: Heavy-Tailed Score Matching for Robust Limit Order Book Trend Prediction

Arshia Abolghasemi, Seyed Reza Tavakoli, Parsa Naderi +7

Score-based diffusion methods usually perturb data with Brownian Gaussian noise, corresponding to a light-tailed forward stochastic differential equation (SDE). For market time ser…