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most citedLow-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations

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cs.LG2026

Stiefel-AdamW: Geometry-Aware AdamW for Linear Factorization Blocks

Emanuele Zangrando, Marco Sutti, Francesco Tudisco

A pervasive structural pattern in modern deep learning is the linear factorization block: a submodule of the form in which two parameter matrices are multiplied directly,…