Theorem 26.12: for ‖x‖₂ ≤ R a.s., H = {‖w‖₂ ≤ B} and ℓ = φ(⟨w,x⟩,y) with ρ-Lipschitz φ bounded by c on [−BR,BR], w.p. ≥ 1−δ, ∀w∈H: L_D(w) ≤ L_S(w) + 2ρBR/√m + c√(2ln(2/δ)/m)

Initializing...

Theorem 26.12: for ‖x‖₂ ≤ R a.s., H = {‖w‖₂ ≤ B} and ℓ = φ(⟨w,x⟩,y) with ρ-Lipschitz φ bounded by c on [−BR,BR], w.p. ≥ 1−δ, ∀w∈H: L_D(w) ≤ L_S(w) + 2ρBR/√m + c√(2ln(2/δ)/m) · Prove2Me