Proves mean-field limit and propagation of chaos for gradient-flow trained mixtures of experts with explicit rate depending only on expert count, applied to quantum neural networks.
Sznitman , Topics in propagation of chaos , Ecole d’été de probabilités de Saint-Flour XIX—1989, 1464 (1991), pp
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Mean-field limit from general mixtures of experts to quantum neural networks
Proves mean-field limit and propagation of chaos for gradient-flow trained mixtures of experts with explicit rate depending only on expert count, applied to quantum neural networks.