3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.IT2017
Generalized Entropy Agglomeration
Işık Barış Fidaner
Entropy Agglomeration (EA) is a hierarchical clustering algorithm introduced in 2013. Here, we generalize it to define Generalized Entropy Agglomeration (GEA) that can work with mu…
cs.CL2014★ 1 cited
Clustering Words by Projection Entropy
Işık Barış Fidaner, Ali Taylan Cemgil
We apply entropy agglomeration (EA), a recently introduced algorithm, to cluster the words of a literary text. EA is a greedy agglomerative procedure that minimizes projection entr…
cs.LG2013★ 3 cited
Summary Statistics for Partitionings and Feature Allocations
Işık Barış Fidaner, Ali Taylan Cemgil
Infinite mixture models are commonly used for clustering. One can sample from the posterior of mixture assignments by Monte Carlo methods or find its maximum a posteriori solution…