The mathematics of adversarial attacks in AI--Why deep learning is unstable despite the existence of stable neural networks A Bastounis, AC Hansen, V Vlačić arXiv preprint arXiv:2109.06098, 2021 | 32 | 2021 |
The extended Smale's 9th problem--On computational barriers and paradoxes in estimation, regularisation, computer-assisted proofs and learning A Bastounis, AC Hansen, V Vlačić arXiv preprint arXiv:2110.15734, 2021 | 22 | 2021 |
Neural network identifiability for a family of sigmoidal nonlinearities V Vlačić, H Bölcskei Constructive Approximation 55 (1), 173-224, 2022 | 18 | 2022 |
Affine symmetries and neural network identifiability V Vlačić, H Bölcskei Advances in Mathematics 376, 107485, 2021 | 11 | 2021 |
Explorations on anisotropic regularisation of dynamic inverse problems by bilevel optimisation M Benning, CB Schönlieb, T Valkonen, V Vlačić arXiv preprint arXiv:1602.01278, 2016 | 6 | 2016 |
Beurling-Type Density Criteria for System Identification C Aubel, H Bölcskei, V Vlačić Journal of Fourier Analysis and Applications 29 (4), 45, 2023 | | 2023 |
ReDSEa: Automated Acceleration of Triangular Solver on Supercloud Heterogeneous Systems G Zacharopoulos, I Bournias, V Vlacic, L Cavigelli arXiv preprint arXiv:2305.19917, 2023 | | 2023 |
Identification Results in Neural Network Theory and Linear Operator Theory V Vlacic ETH Zurich, 2021 | | 2021 |
Nonlinear spectral clustering with C++ GraphBLAS D Pasadakis, O Schenk, V Vlacic, AJ Yzelman | | |