Ashkan Esmaeili

Low-rank and sparse decomposition for low-query decision-based adversarial attacks

Spectrum pursuit with residual descent for column subset selection problem: Theoretical guarantees and applications in deep learning

Rodd: A self-supervised approach for robust out-of-distribution detection

Cnll: A semi-supervised approach for continual noisy label learning

Two-way Spectrum Pursuit for CUR Decomposition and Its Application in Joint Column/Row Subset Selection

Transductive multi-label learning from missing data using smoothed rank function

Select to better learn: Fast and accurate deep learning using data selection from nonlinear manifolds