345 citations · 840 across the 61 of their papers we have counts for
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cs.LG2012★ 19 cited
Dimension Correction for Hierarchical Latent Class Models
Tomas Kocka, Nevin Lianwen Zhang
Model complexity is an important factor to consider when selecting among graphical models. When all variables are observed, the complexity of a model can be measured by its standar…
cs.LG2012★ 8 cited
A Model-Based Approach to Rounding in Spectral Clustering
Leonard K. M. Poon, April H. Liu, Tengfei Liu +1
In spectral clustering, one defines a similarity matrix for a collection of data points, transforms the matrix to get the Laplacian matrix, finds the eigenvectors of the Laplacian…