Nicolás García Trillos

Available identifiers

zbMath Open trillos.nicolas-garciaMaRDI QIDQ2138634

List of research outcomes

Publication	Date of Publication	Type
Fermat Distances: Metric Approximation, Spectral Convergence, and Clustering Algorithms	2023-07-07	Paper
Continuum Limits of Ollivier's Ricci Curvature on data clouds: pointwise consistency and global lower bounds	2023-07-05	Paper
The geometry of adversarial training in binary classification	2023-05-23	Paper
Rates of Convergence for Regression with the Graph Poly-Laplacian	2022-09-06	Paper
From graph cuts to isoperimetric inequalities: convergence rates of Cheeger cuts on data clouds	2022-05-12	Paper
A Maximum Principle Argument for the Uniform Convergence of Graph Laplacian Regressors	2022-03-01	Paper
On the regularized risk of distributionally robust learning over deep neural networks	2021-09-13	Paper
Large sample spectral analysis of graph-based multi-manifold clustering	2021-07-28	Paper
Adversarial Classification: Necessary conditions and geometric flows	2020-11-21	Paper
Data-driven forward discretizations for Bayesian inversion	2020-10-07	Paper
https://portal.mardi4nfdi.de/entity/Q4969066	2020-10-05	Paper
Traditional and accelerated gradient descent for neural architecture search	2020-06-26	Paper
From graph cuts to isoperimetric inequalities: Convergence rates of Cheeger cuts on data clouds	2020-04-20	Paper
The Bayesian update: variational formulations and gradient flows	2020-02-18	Paper
https://portal.mardi4nfdi.de/entity/Q5214228	2020-02-07	Paper
Improved spectral convergence rates for graph Laplacians on epsilon-graphs and k-NN graphs	2019-10-29	Paper
Spatial extreme values: variational techniques and stochastic integrals	2018-08-09	Paper
Continuum Limits of Posteriors in Graph Bayesian Inverse Problems	2018-07-20	Paper
A new analytical approach to consistency and overfitting in regularized empirical risk minimization	2018-02-05	Paper
On the Consistency of Graph-based Bayesian Learning and the Scalability of Sampling Algorithms	2017-10-20	Paper
The Bayesian formulation and well-posedness of fractional elliptic inverse problems	2017-08-11	Paper
The Bayesian Formulation and Well-Posedness of Fractional Elliptic Inverse Problems	2016-11-16	Paper
Rates of Convergence for Regression with the Graph Poly-Laplacian	0001-01-03	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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MaRDI profile type	MaRDI person profile
instance of	human

This page was built for person: Nicolás García Trillos