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Gauss-Newton optimization 1inverse problems 1parameter estimation 1reduced-order modeling 1tensor-train decomposition 1

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cs.LG2026

A Unified Framework for Lifted Training and Inversion Approaches

Xiaoyu Wang, Alexandra Valavanis, Azhir Mahmood +3

The training of deep neural networks predominantly relies on a combination of gradient-based optimisation and back-propagation for the computation of the gradient. While incredibly…