Alexander Bastounis
Orcid: 0000-0002-2867-4635
According to our database1,
Alexander Bastounis
authored at least 9 papers
between 2014 and 2024.
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2024
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Bibliography
2024
Neural Networks, 2024
On the consistent reasoning paradox of intelligence and optimal trust in AI: The power of 'I don't know'.
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
When can you trust feature selection? - I: A condition-based analysis of LASSO and generalised hardness of approximation.
CoRR, 2023
The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023
2021
The mathematics of adversarial attacks in AI - Why deep learning is unstable despite the existence of stable neural networks.
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.
SIAM J. Imaging Sci., 2017
2014
On the absence of the RIP in real-world applications of compressed sensing and the RIP in levels.
CoRR, 2014