Antoine Gautier

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Coordinate Ascent

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Antoine Gautier, Francesco Tudisco, Matthias Hein
Nonlinear Perron-Frobenius Theorems for Nonnegative Tensors. SIAM Rev. 65 (2) (2023)
Kathryn Hinkelman, Saranya Anbarasu, Michael Wetter, Antoine Gautier, Baptiste Ravache, Wangda Zuo
Towards Open-Source Modelica Models for Steam-Based District Heating Systems. OSMSES (2022)
Antoine Gautier, Matthias Hein, Francesco Tudisco
The Global Convergence of the Nonlinear Power Method for Mixed-Subordinate Matrix Norms. J. Sci. Comput. 88 (1) (2021)
Antoine Gautier, Matthias Hein, Francesco Tudisco
Computing the norm of nonnegative matrices and the log-Sobolev constant of Markov chains. CoRR (2020)
Antoine Gautier, Francesco Tudisco, Matthias Hein
The Perron-Frobenius Theorem for Multihomogeneous Mappings. SIAM J. Matrix Anal. Appl. 40 (3) (2019)
Antoine Gautier, Francesco Tudisco, Matthias Hein
A Unifying Perron-Frobenius Theorem for Nonnegative Tensors via Multihomogeneous Maps. SIAM J. Matrix Anal. Appl. 40 (3) (2019)
Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein
The Power Mean Laplacian for Multilayer Graph Clustering. CoRR (2018)
Antoine Gautier, Francesco Tudisco, Matthias Hein
A unifying Perron-Frobenius theorem for nonnegative tensors via multi-homogeneous maps. CoRR (2018)
Francesco Tudisco, Francesca Arrigo, Antoine Gautier
Node and Layer Eigenvector Centralities for Multiplex Networks. SIAM J. Appl. Math. 78 (2) (2018)
Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein
The Power Mean Laplacian for Multilayer Graph Clustering. AISTATS (2018)
Francesco Tudisco, Francesca Arrigo, Antoine Gautier
Node and layer eigenvector centralities for multiplex networks. CoRR (2017)
Quynh N. Nguyen, Francesco Tudisco, Antoine Gautier, Matthias Hein
An Efficient Multilinear Optimization Framework for Hypergraph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 39 (6) (2017)
Antoine Gautier, Quynh N. Nguyen, Matthias Hein
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods. CoRR (2016)
Antoine Gautier, Quynh N. Nguyen, Matthias Hein
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods. NIPS (2016)
Quynh N. Nguyen, Francesco Tudisco, Antoine Gautier, Matthias Hein
An Efficient Multilinear Optimization Framework for Hypergraph Matching. CoRR (2015)
Quynh Nguyen Ngoc, Antoine Gautier, Matthias Hein
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching. CoRR (2015)
Quynh Nguyen Ngoc, Antoine Gautier, Matthias Hein
A flexible tensor block coordinate ascent scheme for hypergraph matching. CVPR (2015)