Alexander Bastounis

According to our database, Alexander Bastounis authored at least 6 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

When can you trust feature selection? - I: A condition-based analysis of LASSO and generalised hardness of approximation.

Alexander Bastounis, Felipe Cucker, Anders C. Hansen

CoRR, 2023

The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning.

Alexander Bastounis, Alexander N. Gorban, Anders C. Hansen, Desmond J. Higham, Danil V. Prokhorov, Oliver J. Sutton, Ivan Yu. Tyukin, Qinghua Zhou

CoRR, 2023

How adversarial attacks can disrupt seemingly stable accurate classifiers.

Oliver J. Sutton, Qinghua Zhou, Ivan Yu. Tyukin, Alexander N. Gorban, Alexander Bastounis, Desmond J. Higham

CoRR, 2023

2021

The mathematics of adversarial attacks in AI - Why deep learning is unstable despite the existence of stable neural networks.

Alexander Bastounis, Anders C. Hansen, Verner Vlacic

CoRR, 2021

2017

On the Absence of Uniform Recovery in Many Real-World Applications of Compressed Sensing and the Restricted Isometry Property and Nullspace Property in Levels.

Alexander Bastounis, Anders C. Hansen

SIAM J. Imaging Sci., 2017

2014

On the absence of the RIP in real-world applications of compressed sensing and the RIP in levels.

Alexander Bastounis, Anders C. Hansen

CoRR, 2014