500 citations · 873 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2011★ 372 cited
Narrow scope for resolution-limit-free community detection
V. A. Traag, P. Van Dooren, Y. Nesterov
Detecting communities in large networks has drawn much attention over the years. While modularity remains one of the more popular methods of community detection, the so-called reso…
math.OC2008★ 500 cited
Generalized power method for sparse principal component analysis
Michel Journée, Yurii Nesterov, Peter Richtárik +1
In this paper we develop a new approach to sparse principal component analysis (sparse PCA). We propose two single-unit and two block optimization formulations of the sparse PCA pr…
math.DS2004★ 1 cited
Computationally efficient approximations of the joint spectral radius
Vincent Blondel, Yurii Nesterov
The joint spectral radius of a set of matrices is a measure of the maximal asymptotic growth rate that can be obtained by forming long products of matrices taken from the set. This…