41 citations · 70 across the 6 of their papers we have counts for
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cs.LG2015★ 3 cited
Super-Resolution Off the Grid
Qingqing Huang, Sham M. Kakade
Super-resolution is the problem of recovering a superposition of point sources using bandlimited measurements, which may be corrupted with noise. This signal processing problem ari…
cs.LG2015★ 19 cited
Learning Mixtures of Gaussians in High Dimensions
Rong Ge, Qingqing Huang, Sham M. Kakade
Efficiently learning mixture of Gaussians is a fundamental problem in statistics and learning theory. Given samples coming from a random one out of k Gaussian distributions in Rn,…