18 citations · 19 across the 4 of their papers we have counts for
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stat.ML2021
Random matrices in service of ML footprint: ternary random features with no performance loss
Hafiz Tiomoko Ali, Zhenyu Liao, Romain Couillet
In this article, we investigate the spectral behavior of random features kernel matrices of the type ${\bf K} = \mathbb{E}_{\bf w} \left[σ\left({\bf w}^{\sf T}{\bf x}_i\right)σ\lef…
stat.ML2016★ 1 cited
Spectral community detection in heterogeneous large networks
Hafiz Tiomoko Ali, Romain Couillet
In this article, we study spectral methods for community detection based on -parametrized normalized modularity matrix hereafter called in heterogeneous graph mode…