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M. Tanveer

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#machine learning Preprint Aug 2026

Residual-Guided Randomized Neural Networks

A simple and broadly applicable residual guided procedure that greedily constructs the hidden layer using a closed form residual decrease criterion and yields a progressive training process with a guaranteed monotonic decrease of the training objective.

M. Akhtar, M. Tanveer, Mohd. Arshad · 0 citations