Nicolás García Trillos


  • N. Garcia Trillos and Daniel Sanz-Alonso "Continuum limit of Posteriors in Graph Bayesian Inverse Problems''. Preprint. 2017.


  • N. Garcia Trillos and Daniel Sanz-Alonso "Gradient Flows: Applications to  Classification, Image Denoising, and Riemannian MCMC''. Preprint. 2017.

  • N. Garcia Trillos "Gromov-Hausdorff limit of Wasserstein spaces on point clouds". Preprint. ​2017


  • A. Ramdas, N. Garcia Trillos, M. Cuturi "On Wasserstein Two-Sample Testing and Related Families of Nonparametric Tests" Entropy​. 2017.


  • N. Garcia Trillos, Daniel Sanz-Alonso. "The Bayesian Formulation and Well-Posedness of Fractional Elliptic Inverse Problems" To appear in Inverse Problems.​ 2017.


  • N. Garcia Trillos. "Variational limits of k-NN graph based functionals on data clouds" Preprint​. 2016


  • N. Garcia Trillos, R. Murray. "A new analytical approach to consistency and overfitting in regularized empirical risk minimization" To appear in EJAM. 2017.


  • N. Garcıa Trillos, D. Slepcev, J. von Brecht. ''Estimating perimeter using graph cuts.'' To appear in Advances in Applied Probability. 2017.


  • X. Bresson, N. Garcıa Trillos, T. Laurent, D. Slepcev and J. von Brecht. ''Consistency of Cheeger and ratio graph cuts.'' JMLR. 2016.

  • N. Garcıa Trillos, D. Slepcev. "A variational approach to the consistency of spectral clustering."  Applied and Computational Harmonic Analysis. 2016.


  • N. Garcıa Trillos and D. Slepcev. ''Continuum limit of total variation on point clouds.'' Archive for Rational Mechanics and Analysis. 2015.

  • N. Garcia Trillos and D. Slepcev. ''On the rate of convergence of empirical measures in ∞-transportation distance.''  Canadian Journal of Mathematics. 2015.