6 citations · 8 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
An efficient projection neural network for -regularized logistic regression
Majid Mohammadi, Amir Ahooye Atashin, Damian A. Tamburri
regularization has been used for logistic regression to circumvent the overfitting and use the estimated sparse coefficient for feature selection. However, the challenge o…
A two-stage learning method for protein-protein interaction prediction
Amir Ahooye Atashin, Parsa Bagherzadeh, Kamaledin Ghiasi-Shirazi
In this paper, a new method for PPI (proteinprotein interaction) prediction is proposed. In PPI prediction, a reliable and sufficient number of training samples is not available, b…
Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification
Amir Ahooye Atashin, Kamaledin Ghiasi-Shirazi, Ahad Harati
Many machine learning problems such as speech recognition, gesture recognition, and handwriting recognition are concerned with simultaneous segmentation and labeling of sequence da…