Alberto González-Sanz

According to our database1, Alberto González-Sanz authored at least 10 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
An Improved Central Limit Theorem and Fast Convergence Rates for Entropic Transportation Costs.
SIAM J. Math. Data Sci., September, 2023

Diffeomorphic Registration Using Sinkhorn Divergences.
SIAM J. Imaging Sci., March, 2023

Gaussian Processes on Distributions based on Regularized Optimal Transport.
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

GAN Estimation of Lipschitz Optimal Transport Maps.
CoRR, 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
Transport-based Counterfactual Models.
CoRR, 2021

The Many Faces of 1-Lipschitz Neural Networks.
CoRR, 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


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