Nicolas Garcia Trillos

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Papers (12)

1. Local Regularization of Noisy Point Clouds: Improved Global Geometric Estimates and Data Analysis stat.ML · 2019 · author #1
2. Geometric structure of graph Laplacian embeddings math.SP · 2019 · author #1
3. Variational Characterizations of Local Entropy and Heat Regularization in Deep Learning stat.ML · 2019 · author #1
4. Spatial extreme values: variational techniques and stochastic integrals math.PR · 2018 · author #1
5. Error estimates for spectral convergence of the graph Laplacian on random geometric graphs towards the Laplace--Beltrami operator stat.ML · 2018 · author #1
6. Continuum Limit of Posteriors in Graph Bayesian Inverse Problems math.PR · 2017 · author #1
7. The Bayesian update: variational formulations and gradient flows math.ST · 2017 · author #1
8. Gromov-Hausdorff limit of Wasserstein spaces on point clouds math.MG · 2017 · author #1
9. The Bayesian Formulation and Well-Posedness of Fractional Elliptic Inverse Problems math.AP · 2016 · author #1
10. Variational limits of k-NN graph based functionals on data clouds math.ST · 2016 · author #1
11. A new analytical approach to consistency and overfitting in regularized empirical risk minimization math.ST · 2016 · author #1
12. Consistency of Cheeger and Ratio Graph Cuts stat.ML · 2014 · author #1

Mentions

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Frequent Coauthors

• Daniel Sanz-Alonso 6 shared papers
• Dejan Slepcev 2 shared papers
• Ryan Murray 2 shared papers
• Bamdad Hosseini 1 shared papers
• Franca Hoffmann 1 shared papers
• James von Brecht 1 shared papers
• Matthias Hein 1 shared papers
• Moritz Gerlach 1 shared papers
• Ruiyi Yang 1 shared papers
• Thomas Laurent 1 shared papers
• Xavier Bresson 1 shared papers
• Zach Kaplan 1 shared papers