Mostafa Haghir Chehreghani

Hierarchical Correlation Clustering and Tree Preserving Embedding

We propose a hierarchical correlation clustering method that extends the well-known correlation clustering to produce hierarchical clusters applicable to both positive and negative pairwise dissimilarities. Then in the following we study unsupervised representation learning with such hierarchical co…