Axial-LOB: High-Frequency Trading with Axial Attention

Damian Kisiel, Denise Gorse

Previous attempts to predict stock price from limit order book (LOB) data are mostly based on deep convolutional neural networks. Although convolutions offer efficiency by restrict…