Multi-Parameter Hierarchical Clustering and Beyond

Abstract

We survey recent progress on multi-parameter hierarchical clustering, which has developed in several directions since it was introduced by Carlsson--M\'emoli in 2010. These lines of research show that tools originally developed in the setting of multi-parameter persistent homology can be applied more broadly, without linearizing via homology.

Cite

Text

Rolle. "Multi-Parameter Hierarchical Clustering and Beyond." NeurIPS 2020 Workshops: TDA_and_Beyond, 2020.

Markdown

[Rolle. "Multi-Parameter Hierarchical Clustering and Beyond." NeurIPS 2020 Workshops: TDA_and_Beyond, 2020.](https://mlanthology.org/neuripsw/2020/rolle2020neuripsw-multiparameter/)

BibTeX

@inproceedings{rolle2020neuripsw-multiparameter,
  title     = {{Multi-Parameter Hierarchical Clustering and Beyond}},
  author    = {Rolle, Alexander},
  booktitle = {NeurIPS 2020 Workshops: TDA_and_Beyond},
  year      = {2020},
  url       = {https://mlanthology.org/neuripsw/2020/rolle2020neuripsw-multiparameter/}
}