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Improved spectral community detection in large heterogeneous networksJournal of Machine Learning Research, 2018, 18 (10), pp.1-49
Article dans une revue
hal-01957623
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The asymptotic performance of linear echo state neural networksJournal of Machine Learning Research, 2016, 17 (178), pp.1-35
Article dans une revue
hal-01322809
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Random matrix-improved kernels for large dimensional spectral clustering2018 IEEE Statistical Signal Processing Workshop (SSP), Jun 2018, Freiburg, Germany. ⟨10.1109/ssp.2018.8450705⟩
Communication dans un congrès
hal-01812009
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Random matrix asymptotics of inner product kernel spectral clusteringIEEE 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
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Random matrix improved community detection in heterogeneous networks50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, United States. ⟨10.1109/acssc.2016.7869603⟩
Communication dans un congrès
hal-01812036
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A Random Matrix Approach to Echo-State Neural NetworksInternational Conference on Machine Learning (ICML 2016), Jun 2016, New York, United States
Communication dans un congrès
hal-01812026
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Training Performance of Echo State Neural NetworksIEEE Statistical Signal Processing Workshop 2016 (SSP'16), Palma de Majorca, Spain, Jun 2016, Palma de Majorca, Spain
Communication dans un congrès
hal-01633450
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Performance Analysis of spectral community detection in realistic graph modelsIEEE 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
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