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cs.DS2024
Efficient Leverage Score Sampling for Tensor Train Decomposition
Vivek Bharadwaj, Beheshteh T. Rakhshan, Osman Asif Malik +1
Tensor Train~(TT) decomposition is widely used in the machine learning and quantum physics communities as a popular tool to efficiently compress high-dimensional tensor data. In th…
cs.DS2019★ 2 cited
Randomization of Approximate Bilinear Computation for Matrix Multiplication
Osman Asif Malik, Stephen Becker
We present a method for randomizing formulas for bilinear computation of matrix products. We consider the implications of such randomization when there are two sources of error: On…