Seuraa
Hafiz Tiomoko Ali
Hafiz Tiomoko Ali
Samsung Research UK
Ei vahvistettua sähköpostiosoitetta
Nimike
Viittaukset
Viittaukset
Vuosi
Improved spectral community detection in large heterogeneous networks
HT Ali, R Couillet
Journal of Machine Learning Research 18 (225), 1-49, 2018
332018
The asymptotic performance of linear echo state neural networks
R Couillet, G Wainrib, H Sevi, HT Ali
The Journal of Machine Learning Research 17 (1), 6171-6205, 2016
312016
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
142019
Performance analysis of spectral community detection in realistic graph models
H Tiomokoali, R Couillet
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
102016
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
82016
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
72021
Large dimensional analysis and improvement of multi task learning
M Tiomoko, R Couillet, H Tiomoko
arXiv preprint arXiv:2009.01591, 2020
72020
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
72016
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
62018
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
62018
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
42021
Random matrix improved community detection in heterogeneous networks
HT Ali, R Couillet
2016 50th Asilomar Conference on Signals, Systems and Computers, 1385-1389, 2016
32016
Spectral community detection in heterogeneous large networks
HT Ali, R Couillet
arXiv preprint arXiv:1611.01096, 2016
22016
Coulomb autoencoders
E Sansone, HT Ali, S Jiacheng
arXiv preprint arXiv:1802.03505, 2018
12018
Nouvelles méthodes pour l’apprentissage non-supervisé en grandes dimensions.
HT Ali
Université Paris-Saclay, 2018
2018
ASYMPTOTIC CONSISTENCY OF ESPRIT DOA ESTIMATION WITH LARGE ARRAYS
W Yang, Z Wang, Z Ling, HT Ali, RC Qiu, Z Liao
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–16