11 citations · 15 across the 6 of their papers we have counts for
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cs.LG2017
Clustering in Hilbert simplex geometry
Frank Nielsen, Ke Sun
Clustering categorical distributions in the finite-dimensional probability simplex is a fundamental task met in many applications dealing with normalized histograms. Traditionally,…
cs.LG2017
Coarse Grained Exponential Variational Autoencoders
Ke Sun, Xiangliang Zhang
Variational autoencoders (VAE) often use Gaussian or category distribution to model the inference process. This puts a limit on variational learning because this simplified assumpt…