Understanding Doubly Stochastic Clustering

Tianjiao Ding; Derek Lim; Rene Vidal; Benjamin D Haeffele

ICML 2022spotlight11 citations

Understanding Doubly Stochastic Clustering

Tianjiao Ding, Derek Lim, Rene Vidal, Benjamin D Haeffele

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Abstract

The problem of projecting a matrix onto the space of

BibTeX

@InProceedings{pmlr-v162-ding22a,
  title = 	 {Understanding Doubly Stochastic Clustering},
  author =       {Ding, Tianjiao and Lim, Derek and Vidal, Rene and Haeffele, Benjamin D},
  booktitle = 	 {Proceedings of the 39th International Conference on Machine Learning},
  pages = 	 {5153--5165},
  year = 	 {2022},
  editor = 	 {Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan},
  volume = 	 {162},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {17--23 Jul},
  publisher =    {PMLR},
  pdf = 	 {https://proceedings.mlr.press/v162/ding22a/ding22a.pdf},
  url = 	 {https://proceedings.mlr.press/v162/ding22a.html},
  abstract = 	 {The problem of projecting a matrix onto the space of