Empirical risk minimization is optimal for the convex aggregation problem

Guillaume Lecué

Let $F$ be a finite model of cardinality $M$ and denote by $\mathrm{conv}(F)$ its convex hull. The problem of convex aggregation is to construct a procedure having a risk as…