Natural Riemannian gradient descent enables optimization of functional tensor networks for general losses and shows improved convergence on classification tasks.
A literature survey of low-rank tensor approximation techniques.GAMM-Mitt., 36(1):53–78, 2013
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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.