A. A. Atashin

activity

20162021

most citedVariational Leakage: The Role of Information Complexity in Privacy Leakage

6 citations · 8 across the 5 of their papers we have counts for

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Showing 2021Show all

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cs.LG2021★ 6 cited

Variational Leakage: The Role of Information Complexity in Privacy Leakage

Amir Ahooye Atashin, Behrooz Razeghi, Deniz Gündüz +1

We study the role of information complexity in privacy leakage about an attribute of an adversary's interest, which is not known a priori to the system designer. Considering the su…

cs.LG2021

An efficient projection neural network for $ℓ_{1}$ -regularized logistic regression

Majid Mohammadi, Amir Ahooye Atashin, Damian A. Tamburri

$ℓ_{1}$ regularization has been used for logistic regression to circumvent the overfitting and use the estimated sparse coefficient for feature selection. However, the challenge o…

Variational Leakage: The Role of Information Complexity in Privacy Leakage

An efficient projection neural network for ℓ1​-regularized logistic regression

An efficient projection neural network for $ℓ_{1}$ -regularized logistic regression