On Building Diversified Portfolios That Outperform Out-of-Sample

Careful, It is all about prior

Quantitative finance is all about finding trading strategies using past data to generate returns in the future. In a machine learning dialect, futures returns are by definition out-of-sample so any trading strategy that (out)performs out-of-sample is the Graal.