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)

Modeling Signals over Directed Graphs Through Filtering. - Harry Sevi; Gabriel Rilling; Pierre Borgnat (GlobalSIP, 2018)

Analyse harmonique sur graphes dirigés et applications: de l'analyse de Fourier aux ondelettes. (Harmonic Analysis on directed graphs and applications: From Fourier analysis to wavelets). - Harry Sevi (2018)

Generalized Spectral Clustering for Directed and Undirected Graphs. - Harry Sevi; Matthieu Jonckheere; Argyris Kalogeratos (CoRR, 2022)

Clustering for directed graphs using parametrized random walk diffusion kernels. - Harry Sevi; Matthieu Jonckheere; Argyris Kalogeratos (CoRR, 2022)