17 citations · 17 across the 3 of their papers we have counts for
4 papers
Analysis of the Neighborhood Pattern Similarity Measure for the Role Extraction Problem
Melissa Marchand, Kyle A. Gallivan, Wen Huang +1
In this paper we analyze an indirect approach, called the Neighborhood Pattern Similarity approach, to solve the so-called role extraction problem of a large-scale graph. The metho…
Community Detection by a Riemannian Projected Proximal Gradient Method
Meng Wei, Wen Huang, Kyle A. Gallivan +1
Community detection plays an important role in understanding and exploiting the structure of complex systems. Many algorithms have been developed for community detection using modu…
A Provably Convergent Scheme for Compressive Sensing under Random Generative Priors
Wen Huang, Paul Hand, Reinhard Heckel +1
Deep generative modeling has led to new and state of the art approaches for enforcing structural priors in a variety of inverse problems. In contrast to priors given by sparsity, d…
Rate-Optimal Denoising with Deep Neural Networks
Reinhard Heckel, Wen Huang, Paul Hand +1
Deep neural networks provide state-of-the-art performance for image denoising, where the goal is to recover a near noise-free image from a noisy observation. The underlying princip…