Hafiz TIOMOKO ALI

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Publications

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Publications

Image document

Improved spectral community detection in large heterogeneous networks

Hafiz Tiomoko Ali , Romain Couillet
Journal of Machine Learning Research, 2018, 18 (10), pp.1-49
Article dans une revue hal-01957623 v1
Image document

The asymptotic performance of linear echo state neural networks

Romain Couillet , Gilles Wainrib , Harry Sevi , Hafiz Tiomoko Ali
Journal of Machine Learning Research, 2016, 17 (178), pp.1-35
Article dans une revue hal-01322809 v1
Image document

Random matrix-improved kernels for large dimensional spectral clustering

Hafiz Tiomoko Ali , Abla Kammoun , Romain Couillet
2018 IEEE Statistical Signal Processing Workshop (SSP), Jun 2018, Freiburg, Germany. ⟨10.1109/ssp.2018.8450705⟩
Communication dans un congrès hal-01812009 v1
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Random matrix asymptotics of inner product kernel spectral clustering

Hafiz Tiomoko Ali , Abla Kammoun , Romain Couillet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. ⟨10.1109/icassp.2018.8462052⟩
Communication dans un congrès hal-01812005 v1
Image document

Random matrix improved community detection in heterogeneous networks

Hafiz Tiomoko Ali , Romain Couillet
50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, United States. ⟨10.1109/acssc.2016.7869603⟩
Communication dans un congrès hal-01812036 v1
Image document

A Random Matrix Approach to Echo-State Neural Networks

Romain Couillet , Gilles Wainrib , Hafiz Tiomoko Ali , Harry Sevi
International Conference on Machine Learning (ICML 2016), Jun 2016, New York, United States
Communication dans un congrès hal-01812026 v1
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Training Performance of Echo State Neural Networks

Romain Couillet , Gilles Wainrib , Harry Sevi , Hafiz Tiomoko Ali
IEEE Statistical Signal Processing Workshop 2016 (SSP'16), Palma de Majorca, Spain, Jun 2016, Palma de Majorca, Spain
Communication dans un congrès hal-01633450 v2
Image document

Performance Analysis of spectral community detection in realistic graph models

Hafiz Tiomoko Ali , Romain Couillet
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'16), Shanghai, China, Mar 2016, Shanguai, China. ⟨10.1109/icassp.2016.7472538⟩
Communication dans un congrès hal-01322797 v1