Random matrix improved community detection in heterogeneous networks. - Hafiz Tiomoko Ali; Romain Couillet (ACSSC, 2016)

Performance analysis of spectral community detection in realistic graph models. - Hafiz Tiomoko Ali; Romain Couillet (ICASSP, 2016)

A Random Matrix Approach to Echo-State Neural Networks. - Romain Couillet; Gilles Wainrib; Hafiz Tiomoko Ali; Harry Sevi (ICML, 2016)

Training performance of echo state neural networks. - Romain Couillet; Gilles Wainrib; Harry Sevi; Hafiz Tiomoko Ali (SSP, 2016)

The Asymptotic Performance of Linear Echo State Neural Networks. - Romain Couillet; Gilles Wainrib; Harry Sevi; Hafiz Tiomoko Ali (J. Mach. Learn. Res., 2016)

Improved spectral community detection in large heterogeneous networks. - Hafiz Tiomoko Ali; Romain Couillet (J. Mach. Learn. Res., 2017)

Random Matrix Asymptotics of Inner Product Kernel Spectral Clustering. - Hafiz Tiomoko Ali; Abla Kammoun; Romain Couillet (ICASSP, 2018)

Random Matrix-Improved Kernels For Large Dimensional Spectral Clustering. - Hafiz Tiomoko Ali; Abla Kammoun; Romain Couillet (SSP, 2018)

Nouvelles méthodes pour l'apprentissage non-supervisé en grandes dimensions. (New methods for large-scale unsupervised learning). - Hafiz Tiomoko Ali (2018)

Latent Heterogeneous Multilayer Community Detection. - Hafiz Tiomoko Ali; Sijia Liu 001; Yasin Yilmaz; Romain Couillet; Indika Rajapakse; Alfred O. Hero III (ICASSP, 2019)

Coulomb Autoencoders. - Emanuele Sansone; Hafiz Tiomoko Ali; Jiacheng Sun (ECAI, 2020)

Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach. - Malik Tiomoko; Hafiz Tiomoko Ali; Romain Couillet (ICLR, 2021)

Random matrices in service of ML footprint: ternary random features with no performance loss. - Hafiz Tiomoko Ali; Zhenyu Liao 001; Romain Couillet (ICLR, 2022)

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 (ICASSP, 2024)

Human in the Loop Adaptive Optimization for Improved Time Series Forecasting. - Malik Tiomoko; Hamza Cherkaoui; Giuseppe Paolo; Zhang Yili; Yu Meng; Zhang Keli; Hafiz Tiomoko Ali (CoRR, 2025)

Breaking the Barriers of Text-Hungry and Audio-Deficient AI. - Hamidou Tembine; Issa Bamia; Massa Ndong; Bakary Coulibaly; Oumar Issiaka Traore; Moussa Traore; Moussa Sanogo; Mamadou Eric Sangare; Salif Kante; Daryl Noupa Yongueng; Hafiz Tiomoko Ali; Malik Tiomoko; et al. (CoRR, 2025)