Fractional Kelly (betting a fixed fraction of Kelly, typically 25--50%) as a heuristic for accounting for estimation error - Bayesian Kelly, which integrates over the posterior distribution of the edge - Robust optimization approaches that maximize worst-case expected log-wealth