Follow
Antoine Gautier
Antoine Gautier
QuantPi
Verified email at quantpi.com
Title
Cited by
Cited by
Year
A flexible tensor block coordinate ascent scheme for hypergraph matching
Q Nguyen, A Gautier, M Hein
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
692015
Node and layer eigenvector centralities for multiplex networks
F Tudisco, F Arrigo, A Gautier
SIAM Journal on Applied Mathematics 78 (2), 853-876, 2018
482018
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods
A Gautier, Q Nguyen, M Hein
Advances in Neural Information Processing Systems (NIPS), 2016
382016
The Perron--Frobenius Theorem for Multihomogeneous Mappings
A Gautier, F Tudisco, M Hein
SIAM Journal on Matrix Analysis and Applications 40 (3), 1179-1205, 2019
34*2019
A unifying Perron--Frobenius theorem for nonnegative tensors via multihomogeneous maps
A Gautier, F Tudisco, M Hein
SIAM Journal on Matrix Analysis and Applications 40 (3), 1206-1231, 2019
312019
The Power Mean Laplacian for Multilayer Graph Clustering
P Mercado, A Gautier, F Tudisco, M Hein
Proceedings of the Twenty-First International Conference on Artificial …, 2018
262018
An Efficient Multilinear Optimization Framework for Hypergraph Matching
Q Nguyen, F Tudisco, A Gautier, M Hein
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2016
252016
Tensor norm and maximal singular vectors of nonnegative tensors — A Perron–Frobenius theorem, a Collatz–Wielandt characterization and a generalized power method
A Gautier, M Hein
Linear Algebra and its Applications 505, 313–343, 2016
162016
The contractivity of cone-preserving multilinear mappings
A Gautier, F Tudisco
Nonlinearity 32 (12), 4713, 2019
142019
The Global Convergence of the Nonlinear Power Method for Mixed-Subordinate Matrix Norms
A Gautier, M Hein, F Tudisco
Journal of Scientific Computing 88 (1), 1-28, 2021
8*2021
Nonlinear Spectral Methods for Nonconvex Optimization with Global Optimality
Q Nguyen, A Gautier, M Hein
NIPS Workshop on Optimization for Machine Learning, 2016
12016
Perron-Frobenius theorem for multi-homogeneous mappings with applications to nonnegative tensors
A Gautier
Saarländische Universitäts-und Landesbibliothek, 2019
2019
Sinkhorn and power method for tensors with positive entries
A Gautier, M Hein, F Tudisco
2018
The system can't perform the operation now. Try again later.
Articles 1–13