E-LIB Suche - Ergebnisse für: García Trillos, Nicolás

1

The geometry of adversarial training in binary classificati..:

Bungert, Leon ; García Trillos, Nicolás ; Murray, Ryan
Information and Inference: A Journal of the IMA. 12 (2023) 2 - p. 921-968 , 2023

Link: https://doi.org/10.1093/..

2

Improved spectral convergence rates for graph Laplacians on..:

Calder, Jeff ; García Trillos, Nicolás
Applied and Computational Harmonic Analysis. 60 (2022) - p. 123-175 , 2022

Link: https://doi.org/10.1016/..

3

From Graph Cuts to Isoperimetric Inequalities: Convergence ..:

García Trillos, Nicolás ; Murray, Ryan ; Thorpe, Matthew
Archive for Rational Mechanics and Analysis. 244 (2022) 3 - p. 541-598 , 2022

Link: https://doi.org/10.1007/..

4

On the regularized risk of distributionally robust learning..:

García Trillos, Camilo Andrés ; García Trillos, Nicolás
Research in the Mathematical Sciences. 9 (2022) 3 - p. , 2022

Link: https://doi.org/10.1007/..

5

Semi-discrete Optimization Through Semi-discrete Optimal Tr..:

García Trillos, Nicolás ; Morales, Javier
Journal of Nonlinear Science. 32 (2022) 3 - p. , 2022

Link: https://doi.org/10.1007/..

6

Lipschitz Regularity of Graph Laplacians on Random Data Clo..:

Calder, Jeff ; García Trillos, Nicolás ; Lewicka, Marta
SIAM Journal on Mathematical Analysis. 54 (2022) 1 - p. 1169-1222 , 2022

Link: https://doi.org/10.1137/..

7

Gromov–Hausdorff limit of Wasserstein spaces on point cloud:

García Trillos, Nicolás
Calculus of Variations and Partial Differential Equations. 59 (2020) 2 - p. , 2020

Link: https://doi.org/10.1007/..

8

A Maximum Principle Argument for the Uniform Convergence of..:

García Trillos, Nicolas ; Murray, Ryan W.
SIAM Journal on Mathematics of Data Science. 2 (2020) 3 - p. 705-739 , 2020

Link: https://doi.org/10.1137/..

9

Error Estimates for Spectral Convergence of the Graph Lapla..:

García Trillos, Nicolás ; Gerlach, Moritz ; Hein, Matthias.
Foundations of Computational Mathematics. 20 (2019) 4 - p. 827-887 , 2019

Link: https://doi.org/10.1007/..

10

Variational Limits of $k$-NN Graph-Based Functionals on Dat..:

Garcia Trillos, Nicolas
SIAM Journal on Mathematics of Data Science. 1 (2019) 1 - p. 93-120 , 2019

Link: https://doi.org/10.1137/..

11

Variational Characterizations of Local Entropy and Heat Reg..:

García Trillos, Nicolas ; Kaplan, Zachary ; Sanz-Alonso, Daniel
Entropy. 21 (2019) 5 - p. 511 , 2019

Link: https://doi.org/10.3390/..

12

A variational approach to the consistency of spectral clust..:

García Trillos, Nicolás ; Slepčev, Dejan
Applied and Computational Harmonic Analysis. 45 (2018) 2 - p. 239-281 , 2018

Link: https://doi.org/10.1016/..

13

Continuum Limits of Posteriors in Graph Bayesian Inverse Pr..:

García Trillos, Nicolás ; Sanz-Alonso, Daniel
SIAM Journal on Mathematical Analysis. 50 (2018) 4 - p. 4020-4040 , 2018

Link: https://doi.org/10.1137/..

14

Estimating perimeter using graph cuts:

García Trillos, Nicolás ; Slepčev, Dejan ; von Brecht, James
Advances in Applied Probability. 49 (2017) 4 - p. 1067-1090 , 2017

Link: https://doi.org/10.1017/..

15

A new analytical approach to consistency and overfitting in..:

GARCÍA TRILLOS, NICOLÁS ; MURRAY, RYAN
European Journal of Applied Mathematics. 28 (2017) 6 - p. 886-921 , 2017

Link: https://doi.org/10.1017/..