Alberto González-Sanz
According to our database1,
Alberto González-Sanz
authored at least 11 papers
between 2020 and 2024.
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Bibliography
2024
On the nonconvexity of some push-forward constraints and its consequences in machine learning.
CoRR, 2024
2023
An Improved Central Limit Theorem and Fast Convergence Rates for Entropic Transportation Costs.
SIAM J. Math. Data Sci., September, 2023
SIAM J. Imaging Sci., March, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization.
J. Math. Imaging Vis., 2022
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
A note on the regularity of optimal-transport-based center-outward distribution and quantile functions.
J. Multivar. Anal., 2020