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20232026
most citedCounting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model

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cs.LG2026

Clarifying Shampoo: Adapting Spectral Descent to Stochasticity and the Parameter Trajectory

Runa Eschenhagen, Anna Cai, Tsung-Hsien Lee +1

Optimizers leveraging the matrix structure in neural networks, such as Shampoo and Muon, are more data-efficient than element-wise algorithms like Adam and Signum. While in specifi…