The 10 reasons most machine learning funds fail

ML De Prado - The Journal of Portfolio Management, 2018 - jpm.pm-research.com
The rate of failure in quantitative finance is high, particularly in financial machine learning
applications. The few managers who succeed amass a large amount of assets and deliver …

The future of empirical finance

M Lopez De Prado - Journal of Portfolio Management, 2015 - papers.ssrn.com
Empirical Finance is in crisis: Our most important discovery tool is historical simulation, and
yet, most backtests and time series analyses published in journals are flawed. The problem …

Finance as an industrial science

M Lopez de Prado - Journal of Portfolio Management, 2017 - papers.ssrn.com
Finance cannot become a rigorous science (in the Popperian or Lakatosian sense),
however it can still operate as an “industrial science”. This article describes the scientific …