Hafiz Tiomoko Ali

According to our database, Hafiz Tiomoko Ali authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Neural Network Models Trained with a Fixed Random Classifier Transfer Better Across Domains.

Hafiz Tiomoko Ali, Umberto Michieli, Ji Joong Moon, Daehyun Kim, Mete Ozay

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

Random matrices in service of ML footprint: ternary random features with no performance loss.

Hafiz Tiomoko Ali, Zhenyu Liao, Romain Couillet

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach.

Malik Tiomoko, Hafiz Tiomoko Ali, Romain Couillet

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Coulomb Autoencoders.

Emanuele Sansone, Hafiz Tiomoko Ali, Jiacheng Sun

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Latent Heterogeneous Multilayer Community Detection.

Hafiz Tiomoko Ali, Sijia Liu, Yasin Yilmaz, Romain Couillet, Indika Rajapakse, Alfred O. Hero III

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Nouvelles méthodes pour l'apprentissage non-supervisé en grandes dimensions. (New methods for large-scale unsupervised learning).

Hafiz Tiomoko Ali

PhD thesis, 2018

Random Matrix-Improved Kernels For Large Dimensional Spectral Clustering.

Hafiz Tiomoko Ali, Abla Kammoun, Romain Couillet

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Random Matrix Asymptotics of Inner Product Kernel Spectral Clustering.

Hafiz Tiomoko Ali, Abla Kammoun, Romain Couillet

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Improved spectral community detection in large heterogeneous networks.

Hafiz Tiomoko Ali, Romain Couillet

J. Mach. Learn. Res., 2017

2016

The Asymptotic Performance of Linear Echo State Neural Networks.

Romain Couillet, Gilles Wainrib, Harry Sevi, Hafiz Tiomoko Ali

J. Mach. Learn. Res., 2016

Training performance of echo state neural networks.

Romain Couillet, Gilles Wainrib, Harry Sevi, Hafiz Tiomoko Ali

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

A Random Matrix Approach to Echo-State Neural Networks.

Romain Couillet, Gilles Wainrib, Hafiz Tiomoko Ali, Harry Sevi

Proceedings of the 33nd International Conference on Machine Learning, 2016

Performance analysis of spectral community detection in realistic graph models.

Hafiz Tiomoko Ali, Romain Couillet

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Random matrix improved community detection in heterogeneous networks.

Hafiz Tiomoko Ali, Romain Couillet

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016