463 citations · 847 across the 11 of their papers we have counts for
Showing 2015Show all
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stat.ML2015★ 2 cited
Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood
Xin Yuan, Ricardo Henao, Ephraim L. Tsalik +2
We consider the problem of discriminative factor analysis for data that are in general non-Gaussian. A Bayesian model based on the ranks of the data is proposed. We first introduce…
cs.CV2015★ 206 cited
Compressive Hyperspectral Imaging with Side Information
Xin Yuan, Tsung-Han Tsai, Ruoyu Zhu +3
A blind compressive sensing algorithm is proposed to reconstruct hyperspectral images from spectrally-compressed measurements.The wavelength-dependent data are coded and then super…