Antoine Gautier
Antoine Gautier
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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
502015
Node and layer eigenvector centralities for multiplex networks
F Tudisco, F Arrigo, A Gautier
SIAM Journal on Applied Mathematics 78 (2), 853-876, 2018
252018
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
252016
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
23*2019
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
182016
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
142019
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
142018
The contractivity of cone-preserving multilinear mappings
A Gautier, F Tudisco
Nonlinearity 32 (12), 4713, 2019
102019
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
102016
Computing the norm of nonnegative matrices and the log-Sobolev constant of Markov chains
A Gautier, M Hein, F Tudisco
arXiv preprint arXiv:2002.02447, 2020
12020
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
Node and layer eigenvector centralities for multiplex networks. SIAM Journal on Applied Mathematics, 78 (2). 853–876. ISSN 0036-1399
F Tudisco, F Arrigo, A Gautier
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