| Improved spectral community detection in large heterogeneous networks HT Ali, R Couillet Journal of Machine Learning Research 18 (225), 1-49, 2018 | 33 | 2018 |
| The asymptotic performance of linear echo state neural networks R Couillet, G Wainrib, H Sevi, HT Ali Journal of Machine Learning Research 17 (178), 1-35, 2016 | 30 | 2016 |
| Latent heterogeneous multilayer community detection HT Ali, S Liu, Y Yilmaz, R Couillet, I Rajapakse, A Hero ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 14 | 2019 |
| Deciphering and optimizing multi-task learning: a random matrix approach M Tiomoko, H Tiomoko, R Couillet ICLR 2021-9th International Conference on Learning Representations, 2021 | 9 | 2021 |
| Performance analysis of spectral community detection in realistic graph models H Tiomokoali, R Couillet 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 9 | 2016 |
| Random matrices in service of ML footprint: ternary random features with no performance loss HT Ali, Z Liao, R Couillet arXiv preprint arXiv:2110.01899, 2021 | 7 | 2021 |
| Large dimensional analysis and improvement of multi task learning M Tiomoko, R Couillet, H Tiomoko arXiv preprint arXiv:2009.01591, 2020 | 7 | 2020 |
| Random matrix-improved kernels for large dimensional spectral clustering HT Ali, A Kammoun, R Couillet 2018 IEEE Statistical Signal Processing Workshop (SSP), 453-457, 2018 | 7 | 2018 |
| Training performance of echo state neural networks R Couillet, G Wainrib, H Sevi, HT Ali 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-4, 2016 | 7 | 2016 |
| A random matrix approach to echo-state neural networks R Couillet, G Wainrib, HT Ali, H Sevi International Conference on Machine Learning, 517-525, 2016 | 7 | 2016 |
| Random matrix asymptotics of inner product kernel spectral clustering HT Ali, A Kammoun, R Couillet 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 6 | 2018 |
| Random matrix improved community detection in heterogeneous networks HT Ali, R Couillet 2016 50th Asilomar Conference on Signals, Systems and Computers, 1385-1389, 2016 | 3 | 2016 |
| Spectral community detection in heterogeneous large networks HT Ali, R Couillet arXiv preprint arXiv:1611.01096, 2016 | 2 | 2016 |
| Coulomb autoencoders E Sansone, HT Ali, S Jiacheng arXiv preprint arXiv:1802.03505, 2018 | 1 | 2018 |
| Deep Neural Network Models Trained With A Fixed Random Classifier Transfer Better Across Domains HT Ali, U Michieli, JJ Moon, D Kim, M Ozay arXiv preprint arXiv:2402.18614, 2024 | | 2024 |
| Nouvelles méthodes pour l’apprentissage non-supervisé en grandes dimensions. HT Ali Université Paris Saclay (COmUE), 2018 | | 2018 |
| ASYMPTOTIC CONSISTENCY OF ESPRIT DOA ESTIMATION WITH LARGE ARRAYS W Yang, Z Wang, Z Ling, HT Ali, RC Qiu, Z Liao | | |
