Natural Riemannian gradient descent enables optimization of functional tensor networks for general losses and shows improved convergence on classification tasks.
Low-rank tensor methods for partial differential equations.Acta Numer., 32:1–121, 2023
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Natural Riemannian gradient for learning functional tensor networks
Natural Riemannian gradient descent enables optimization of functional tensor networks for general losses and shows improved convergence on classification tasks.