Search Results for author: Christos Boutsikas

Found 1 papers, 0 papers with code

Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices

no code implementations18 Mar 2024 Gregory Dexter, Christos Boutsikas, Linkai Ma, Ilse C. F. Ipsen, Petros Drineas

Motivated by the popularity of stochastic rounding in the context of machine learning and the training of large-scale deep neural network models, we consider stochastic nearness rounding of real matrices $\mathbf{A}$ with many more rows than columns.

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