Interpretable Company Similarity with Sparse Autoencoders

Marco Molinari, Victor Shao, Luca Imeneo +4

Determining company similarity is a vital task in finance, underpinning risk management, hedging, and portfolio diversification. Practitioners often rely on sector and industry cla…