Corollary 14.14: for a convex-smooth-bounded problem (β, B) with ℓ(0,z) ≤ 1 and ε > 0, SGD with η = 1/(β(1 + 3/ε)) and T ≥ 12B²β/ε² has E[L_D(w̄)] ≤ min_{w∈H} L_D(w) + ε

Initializing...

Corollary 14.14: for a convex-smooth-bounded problem (β, B) with ℓ(0,z) ≤ 1 and ε > 0, SGD with η = 1/(β(1 + 3/ε)) and T ≥ 12B²β/ε² has E[L_D(w̄)] ≤ min_{w∈H} L_D(w) + ε · Prove2Me