The formal grokking and convergence analysis is confined to a simplified two-dimensional linear model with squared loss and controlled Gaussian anisotropy. A convergence analysis for complex models such as MLPs and transformers is explicitly left for future work. · CiteArk
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The formal grokking and convergence analysis is confined to a simplified two-dimensional linear model with squared loss and controlled Gaussian anisotropy. A convergence analysis for complex models such as MLPs and transformers is explicitly left for future work.
Source: paper:PDF pp. 4-7 and 10, Section 3 and Future Work
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