Skip to main content
. Author manuscript; available in PMC: 2019 Jun 13.
Published in final edited form as: Proc SIAM Int Conf Data Min. 2019 May;2019:711–719. doi: 10.1137/1.9781611975673.80

Figure 1.

Figure 1

A cartoon illustration of the CP-CLIC process. The outlined items represent an action being taken, while text above arrows represents data moving through the constraint matrix-building process. Starting in the upper lefthand corner, after an epoch of the CP-CLIC SGD fitting process is complete, CP-CLIC finds the elements in modes 2 and 3 of each component that have probabilities below a predetermined threshold. These (mode 2, mode 3) pairs are valued as a 1 in the cannot-link matrix. The pairs are evaluated using auxiliary information. If the auxiliary information finds there is a relationship, these pairs are removed from the cannot-link matrix.