1 code implementation • 13 Jan 2019 • Kasun Bandara, Peibei Shi, Christoph Bergmeir, Hansika Hewamalage, Quoc Tran, Brian Seaman
Since the product assortment hierarchy in an E-commerce platform contains large numbers of related products, in which the sales demand patterns can be correlated, our attempt is to incorporate this cross-series information in a unified model.
no code implementations • 8 Feb 2018 • Ravi Ganti, Matyas Sustik, Quoc Tran, Brian Seaman
We show that one can use active learning algorithms such as Thompson sampling to more efficiently learn the underlying parameters in a pricing problem.