An apocalypse-free first-order low-rank optimization algorithm with at most one rank reduction attempt per iteration G Olikier, PA Absil SIAM Journal on Matrix Analysis and Applications 44 (3), 1421-1435, 2023 | 18 | 2023 |
Variable projection applied to block term decomposition of higher-order tensors G Olikier, PA Absil, L De Lathauwer Latent Variable Analysis and Signal Separation: 14th International …, 2018 | 10 | 2018 |
First-order optimization on stratified sets G Olikier, KA Gallivan, PA Absil arXiv preprint arXiv:2303.16040, 2023 | 6 | 2023 |
On the continuity of the tangent cone to the determinantal variety G Olikier, PA Absil Set-Valued and Variational Analysis 30 (2), 769-788, 2022 | 6 | 2022 |
Tensor approximation by block term decomposition G Olikier, PA Absil, L De Lathauwer Dissertation, 2017 | 5 | 2017 |
Gauss-Southwell type descent methods for low-rank matrix optimization G Olikier, A Uschmajew, B Vandereycken arXiv preprint arXiv:2306.00897, 2023 | 4 | 2023 |
Comparison of an apocalypse-free and an apocalypse-prone first-order low-rank optimization algorithm G Olikier, KA Gallivan, PA Absil arXiv preprint arXiv:2202.09107, 2022 | 4 | 2022 |
Projected gradient descent accumulates at Bouligand stationary points G Olikier, I Waldspurger arXiv preprint arXiv:2403.02530, 2024 | 3 | 2024 |
Rank Estimation for Third-Order Tensor Completion in the Tensor-Train Format C Vermeylen, G Olikier, PA Absil, M Van Barel 2023 31st European Signal Processing Conference (EUSIPCO), 965-969, 2023 | 3 | 2023 |
Low-rank optimization methods based on projected-projected gradient descent that accumulate at Bouligand stationary points G Olikier, KA Gallivan, PA Absil | 2 | 2024 |
Computing Bouligand stationary points efficiently in low-rank optimization G Olikier, PA Absil arXiv preprint arXiv:2409.12298, 2024 | 1 | 2024 |
An Approximate Projection onto the Tangent Cone to the Variety of Third-Order Tensors of Bounded Tensor-Train Rank C Vermeylen, G Olikier, M Van Barel International Conference on Geometric Science of Information, 484-493, 2023 | 1 | 2023 |
A rank estimation method for third-order tensor completion in the tensor-train format C Vermeylen, G Olikier, PA Absil, M Van Barel Science Talks 10, 100342, 2024 | | 2024 |
Retractions on closed sets G Olikier arXiv preprint arXiv:2402.08536, 2024 | | 2024 |
First-order optimization on stratified sets: theory and algorithms G Olikier UCL-Université Catholique de Louvain, 2023 | | 2023 |
A variable projection method for block term decomposition of higher-order tensors. G Olikier, PA Absil, L De Lathauwer ESANN, 2018 | | 2018 |