Corollary 13.10: for a convex β-smooth nonnegative loss and λ ≥ 2β/m, E_S[L_D(A(S))] ≤ (1 + 48β/(λm)) E_S[L_S(A(S))] ≤ (1 + 48β/(λm))(L_D(w*) + λ‖w*‖²)

Initializing...

Corollary 13.10: for a convex β-smooth nonnegative loss and λ ≥ 2β/m, E_S[L_D(A(S))] ≤ (1 + 48β/(λm)) E_S[L_S(A(S))] ≤ (1 + 48β/(λm))(L_D(w*) + λ‖w*‖²) · Prove2Me