Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space

Author:

Monath Nicholas1,Zaheer Manzil2,Silva Daniel2,McCallum Andrew1,Ahmed Amr2

Affiliation:

1. University of Massachusetts Amherst, Amherst, MA, USA

2. Google Research, Mountain View, CA, USA

Funder

National Science Foundation

Publisher

ACM

Reference57 articles.

1. R. P. Adams Z. Ghahramani and M. I. Jordan. 2010. Tree-Structured Stick Breaking for Hierarchical Data. R. P. Adams Z. Ghahramani and M. I. Jordan. 2010. Tree-Structured Stick Breaking for Hierarchical Data.

2. O. Bachem M Lucic H. Hassani and A. Krause. 2016. Fast and provably good seedings for k-means. NeurIPS. O. Bachem M Lucic H. Hassani and A. Krause. 2016. Fast and provably good seedings for k-means. NeurIPS.

3. M.F. Balcan A. Blum and S. Vempala. 2008. A discriminative framework for clustering via similarity functions. STOC. 10.1145/1374376.1374474 M.F. Balcan A. Blum and S. Vempala. 2008. A discriminative framework for clustering via similarity functions. STOC. 10.1145/1374376.1374474

4. J. Bingham and S. Sudarsanam. 2000. Visualizing large hierarchical clusters in hyperbolic space. Bioinformatics. J. Bingham and S. Sudarsanam. 2000. Visualizing large hierarchical clusters in hyperbolic space. Bioinformatics.

5. C. Blundell Y. W. Teh and K. A. Heller. 2010. Bayesian rose trees. UAI. C. Blundell Y. W. Teh and K. A. Heller. 2010. Bayesian rose trees. UAI.

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