Concepedia

Nicolás García Trillos

NG

15

Publications

597

Citations

12

H-Index

2014

Active since

Affiliations

Carnegie Mellon University(Current)

University of Wisconsin–Madison

California State University, Long Beach

Loyola Marymount University

University of Chicago

Nicolás García Trillos is an author at Carnegie Mellon University specializing in engineering, graph theory, and data science.

Top concepts

EngineeringGraph TheoryData ScienceComputer ScienceNetwork AnalysisBusinessData MiningProbabilitySpectral TheoryMachine Learning

Publications per year

2014–2022

15

Publications

15

Error Estimates for Spectral Convergence of the Graph Laplacian on Random Geometric Graphs Toward the Laplace–Beltrami Operator

Nicolás García Trillos, Moritz Gerlach, Matthias Hein et al. · Foundations of Computational Mathematics · 2019 · 130 citations

Spectral Theory, Error Estimates, Graph Laplacian +5

Continuum Limit of Total Variation on Point Clouds

Nicolás García Trillos, Dejan Slepčev · Archive for Rational Mechanics and Analysis · 2015 · 117 citations · Full text

Discrete Geometry, Variational Analysis, Total Variation +2

On the Rate of Convergence of Empirical Measures in ∞-transportation Distance

Nicolás García Trillos, Dejan Slepčev · Canadian Journal of Mathematics · 2014 · 91 citations · Full text

Measure Theory, Transport Network Analysis, Engineering +14

Consistency of cheeger and ratio graph cuts

Nicolás García Trillos, Dejan Slepčev, James von Brecht et al. · Journal of Machine Learning Research · 2016 · 41 citations

Mathematical Programming, Cluster Computing, Engineering +20

Improved spectral convergence rates for graph Laplacians on ε-graphs and k-NN graphs

Jeff Calder, Nicolás García Trillos · Applied and Computational Harmonic Analysis · 2022 · 35 citations

Spectral Theory, Graph Laplacians, K-nn Graphs +5

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