Hafiz Tiomoko Ali

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Venues

CoRR

ICASSP

SSP

J. Mach. Learn. Res.

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

Hafiz Tiomoko Ali, Umberto Michieli, Ji Joong Moon, Daehyun Kim, Mete Ozay
Deep Neural Network Models Trained With A Fixed Random Classifier Transfer Better Across Domains. CoRR (2024)
Hafiz Tiomoko Ali, Umberto Michieli, Ji Joong Moon, Daehyun Kim, Mete Ozay
Deep Neural Network Models Trained with a Fixed Random Classifier Transfer Better Across Domains. ICASSP (2024)
Hafiz Tiomoko Ali, Zhenyu Liao, Romain Couillet
Random matrices in service of ML footprint: ternary random features with no performance loss. ICLR (2022)
Hafiz Tiomoko Ali, Zhenyu Liao, Romain Couillet
Random matrices in service of ML footprint: ternary random features with no performance loss. CoRR (2021)
Malik Tiomoko, Hafiz Tiomoko Ali, Romain Couillet
Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach. ICLR (2021)
Emanuele Sansone, Hafiz Tiomoko Ali, Jiacheng Sun
Coulomb Autoencoders. ECAI (2020)
Hafiz Tiomoko Ali, Sijia Liu, Yasin Yilmaz, Romain Couillet, Indika Rajapakse, Alfred O. Hero III
Latent Heterogeneous Multilayer Community Detection. ICASSP (2019)
Hafiz Tiomoko Ali, Abla Kammoun, Romain Couillet
Random Matrix Asymptotics of Inner Product Kernel Spectral Clustering. ICASSP (2018)
Hafiz Tiomoko Ali, Sijia Liu, Yasin Yilmaz, Alfred O. Hero III, Romain Couillet, Indika Rajapakse
Latent heterogeneous multilayer community detection. CoRR (2018)
Hafiz Tiomoko Ali, Abla Kammoun, Romain Couillet
Random Matrix-Improved Kernels For Large Dimensional Spectral Clustering. SSP (2018)
Hafiz Tiomoko Ali, Romain Couillet
Improved spectral community detection in large heterogeneous networks. J. Mach. Learn. Res. 18 (2017)
Hafiz Tiomoko Ali, Romain Couillet
Performance analysis of spectral community detection in realistic graph models. ICASSP (2016)
Romain Couillet, Gilles Wainrib, Harry Sevi, Hafiz Tiomoko Ali
Training performance of echo state neural networks. SSP (2016)
Romain Couillet, Gilles Wainrib, Harry Sevi, Hafiz Tiomoko Ali
The Asymptotic Performance of Linear Echo State Neural Networks. CoRR (2016)
Hafiz Tiomoko Ali, Romain Couillet
Random matrix improved community detection in heterogeneous networks. ACSSC (2016)
Romain Couillet, Gilles Wainrib, Harry Sevi, Hafiz Tiomoko Ali
The Asymptotic Performance of Linear Echo State Neural Networks. J. Mach. Learn. Res. 17 (2016)
Romain Couillet, Gilles Wainrib, Hafiz Tiomoko Ali, Harry Sevi
A Random Matrix Approach to Echo-State Neural Networks. ICML (2016)

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Publication Activity (10 Years)

Top Topics

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Hafiz Tiomoko Ali