Bias-variance trade-off in portfolio optimization under Expected Shortfall with ${\ell }_2$ regularization

Gábor Papp, Fabio Caccioli, Imre Kondor

The optimization of a large random portfolio under the Expected Shortfall risk measure with an ${\ell }_2$ regularizer is carried out by analytical calculation. The regularizer reins…