What are the key elements in the price of an artwork? How well an a computer predict an auction price? We used deep learning tools on a wide database of art sales to give a few answer to these questions.
Publications:
Machine Learning, Human Experts, and the Valuation of Real Assets, Mathieu Aubry, Roman Kräussl, Gustavo Manso, Christophe Spaenjers, Northeastern University Finance Conference 2019, NBER Economics of AI Conference 2019, Journal of Finance 2022 PDF