Hafiz TIOMOKO ALI

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Publications

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Publications

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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-01957623v1
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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-01322809v1
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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-01812009v1
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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-01812005v1
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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-01322797v1
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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-01812036v1
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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-01812026v1
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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-01633450v2