Corollary 15.7 (first parts): for D on the ρ-ball × {±1}, Soft-SVM (15.6) with parameter λ has E_S[L^hinge_D(A(S))], E_S[L^{0−1}_D(A(S))] ≤ L^hinge_D(u) + λ‖u‖² + 2ρ²/(λm) for every u

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Corollary 15.7 (first parts): for D on the ρ-ball × {±1}, Soft-SVM (15.6) with parameter λ has E_S[L^hinge_D(A(S))], E_S[L^{0−1}_D(A(S))] ≤ L^hinge_D(u) + λ‖u‖² + 2ρ²/(λm) for every u · Prove2Me