Antoine Gautier

Affiliations:
  • Saarland University, Germany


According to our database1, Antoine Gautier authored at least 13 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Nonlinear Perron-Frobenius Theorems for Nonnegative Tensors.
SIAM Rev., May, 2023

2022
Towards Open-Source Modelica Models for Steam-Based District Heating Systems.
Proceedings of the Open Source Modelling and Simulation of Energy Systems, 2022

2021
The Global Convergence of the Nonlinear Power Method for Mixed-Subordinate Matrix Norms.
J. Sci. Comput., 2021

2020
Computing the norm of nonnegative matrices and the log-Sobolev constant of Markov chains.
CoRR, 2020

2019
Perron-Froebenius theorem for multi-homogeneous mappings with applications to nonnegative tensors.
PhD thesis, 2019

A Unifying Perron-Frobenius Theorem for Nonnegative Tensors via Multihomogeneous Maps.
SIAM J. Matrix Anal. Appl., 2019

The Perron-Frobenius Theorem for Multihomogeneous Mappings.
SIAM J. Matrix Anal. Appl., 2019

2018
Node and Layer Eigenvector Centralities for Multiplex Networks.
SIAM J. Appl. Math., 2018

A unifying Perron-Frobenius theorem for nonnegative tensors via multi-homogeneous maps.
CoRR, 2018

The Power Mean Laplacian for Multilayer Graph Clustering.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
An Efficient Multilinear Optimization Framework for Hypergraph Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

2016
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
A flexible tensor block coordinate ascent scheme for hypergraph matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015


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