1.7k citations · 3.6k across the 34 of their papers we have counts for
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Enhanced Compressed Sensing Recovery with Level Set Normals
Virginia Estellers, Jean-Philippe Thiran, Xavier Bresson
We propose a compressive sensing algorithm that exploits geometric properties of images to recover images of high quality from few measurements. The image reconstruction is done by…
TV-SVM: Total Variation Support Vector Machine for Semi-Supervised Data Classification
Xavier Bresson, Ruiliang Zhang
We introduce semi-supervised data classification algorithms based on total variation (TV), Reproducing Kernel Hilbert Space (RKHS), support vector machine (SVM), Cheeger cut, label…
Convergence of a Steepest Descent Algorithm for Ratio Cut Clustering
Xavier Bresson, Thomas Laurent, David Uminsky +1
Unsupervised clustering of scattered, noisy and high-dimensional data points is an important and difficult problem. Tight continuous relaxations of balanced cut problems have recen…