Training of the basic FBS-induced network converges to the learning problem of its deep-layer limit system via a general convergence property and Γ-convergence, with added perturbation stability analysis.
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Deep-layer limit and stability analysis of the basic forward-backward-splitting induced network (II): learning problems
Training of the basic FBS-induced network converges to the learning problem of its deep-layer limit system via a general convergence property and Γ-convergence, with added perturbation stability analysis.