4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Low-Rank Adversarial PGD Attack
Dayana Savostianova, Emanuele Zangrando, Francesco Tudisco
Adversarial attacks on deep neural network models have seen rapid development and are extensively used to study the stability of these networks. Among various adversarial strategie…
cs.LG2023★ 4 cited
Robust low-rank training via approximate orthonormal constraints
Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti +1
With the growth of model and data sizes, a broad effort has been made to design pruning techniques that reduce the resource demand of deep learning pipelines, while retaining model…