Alexander Bastounis

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 6

Top Topics

Weakly Supervised

Top Venues

SIAM J. Imaging Sci.

Publications

Oliver J. Sutton, Qinghua Zhou, Wei Wang, Desmond J. Higham, Alexander N. Gorban, Alexander Bastounis, Ivan Yu. Tyukin
Stealth edits for provably fixing or attacking large language models. CoRR (2024)
Alexander Bastounis, Felipe Cucker, Anders C. Hansen
When can you trust feature selection? - I: A condition-based analysis of LASSO and generalised hardness of approximation. CoRR (2023)
Alexander Bastounis, Alexander N. Gorban, Anders C. Hansen, Desmond J. Higham, Danil V. Prokhorov, Oliver J. Sutton, Ivan Yu. Tyukin, Qinghua Zhou
The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning. CoRR (2023)
Oliver J. Sutton, Qinghua Zhou, Ivan Yu. Tyukin, Alexander N. Gorban, Alexander Bastounis, Desmond J. Higham
How adversarial attacks can disrupt seemingly stable accurate classifiers. CoRR (2023)
Alexander Bastounis, Anders C. Hansen, Verner Vlacic
The mathematics of adversarial attacks in AI - Why deep learning is unstable despite the existence of stable neural networks. CoRR (2021)
Alexander Bastounis, Anders C. Hansen
On the Absence of Uniform Recovery in Many Real-World Applications of Compressed Sensing and the Restricted Isometry Property and Nullspace Property in Levels. SIAM J. Imaging Sci. 10 (1) (2017)
Alexander Bastounis, Anders C. Hansen
On the absence of the RIP in real-world applications of compressed sensing and the RIP in levels. CoRR (2014)