Theorem 13.1: for D over the unit ball × [−1,1] and H the ball of radius B, ridge regression with λ = ε/(3B²) and m ≥ 150B²/ε² has E_S[L_D(A(S))] ≤ min_{w∈H} L_D(w) + ε

Initializing...

Theorem 13.1: for D over the unit ball × [−1,1] and H the ball of radius B, ridge regression with λ = ε/(3B²) and m ≥ 150B²/ε² has E_S[L_D(A(S))] ≤ min_{w∈H} L_D(w) + ε · Prove2Me