most citedAnalysis of the Stochastic Alternating Least Squares Method for the Decomposition of Random Tensors

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math.NA2020★ 2 cited

Analysis of the Stochastic Alternating Least Squares Method for the Decomposition of Random Tensors

Yanzhao Cao, Somak Das, Luke Oeding +1

Stochastic Alternating Least Squares (SALS) is a method that approximates the canonical decomposition of averages of sampled random tensors. Its simplicity and efficient memory usa…