Markowitz' celebrated optimal portfolio theory generally fails to deliver out-of-sample diversification. In this note, we propose a new portfolio construction strategy based on symmetry arguments only, leading "Eigenrisk Parity" portfolios that achieve equal realized risk on all the principal...