Predicting Stock Returns with Batched AROW

Rachid Guennouni Hassani, Alexis Gilles, Emmanuel Lassalle +1

We extend the AROW regression algorithm developed by Vaits and Crammer in [VC11] to handle synchronous mini-batch updates and apply it to stock return prediction. By design, the mo…