1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.NA2025
A Precise Performance Analysis of the Randomized Singular Value Decomposition
Danil Akhtiamov, Reza Ghane, Babak Hassibi
The Randomized Singular Value Decomposition (RSVD) is a widely used algorithm for efficiently computing low-rank approximations of large matrices, without the need to construct a f…
cs.LG2023★ 1 cited
Regularized Linear Regression for Binary Classification
Danil Akhtiamov, Reza Ghane, Babak Hassibi
Regularized linear regression is a promising approach for binary classification problems in which the training set has noisy labels since the regularization term can help to avoid…