| 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 | 79 | 2015 |
| Node and layer eigenvector centralities for multiplex networks F Tudisco, F Arrigo, A Gautier SIAM Journal on Applied Mathematics 78 (2), 853-876, 2018 | 76 | 2018 |
| 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 | 44* | 2019 |
| 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 | 41 | 2016 |
| 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 | 40 | 2019 |
| 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 | 38 | 2018 |
| 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 | 29 | 2016 |
| 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 | 18 | 2016 |
| The contractivity of cone-preserving multilinear mappings A Gautier, F Tudisco Nonlinearity 32 (12), 4713, 2019 | 17 | 2019 |
| 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 | 11* | 2021 |
| Nonlinear Perron--Frobenius Theorems for Nonnegative Tensors A Gautier, F Tudisco, M Hein SIAM Review 65 (2), 495-536, 2023 | 8 | 2023 |
| Perron-Frobenius theorem for multi-homogeneous mappings with applications to nonnegative tensors A Gautier Saarländische Universitäts-und Landesbibliothek, 2019 | 1 | 2019 |
| Nonlinear Spectral Methods for Nonconvex Optimization with Global Optimality Q Nguyen, A Gautier, M Hein NIPS Workshop on Optimization for Machine Learning, 2016 | 1 | 2016 |
| Sinkhorn and power method for tensors with positive entries A Gautier, M Hein, F Tudisco | | 2018 |
Matthias HeinProfessor of Computer Science, University of TübingenAdresse e-mail validée de uni-tuebingen.de
