356 citations · 418 across the 5 of their papers we have counts for
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cs.IT2015★ 356 cited
Efficient Sampling Set Selection for Bandlimited Graph Signals Using Graph Spectral Proxies
Aamir Anis, Akshay Gadde, Antonio Ortega
We study the problem of selecting the best sampling set for bandlimited reconstruction of signals on graphs. A frequency domain representation for graph signals can be defined usin…
cs.LG2015
Asymptotic Justification of Bandlimited Interpolation of Graph signals for Semi-Supervised Learning
Aamir Anis, Aly El Gamal, A. Salman Avestimehr +1
Graph-based methods play an important role in unsupervised and semi-supervised learning tasks by taking into account the underlying geometry of the data set. In this paper, we cons…