SMAC: Simultaneous Mapping and Clustering Using Spectral Decompositions

Chandrajit Bajaj; Tingran Gao; Zihang He; Qixing Huang; Zhenxiao Liang

ICML 2018oral28 citations

SMAC: Simultaneous Mapping and Clustering Using Spectral Decompositions

Chandrajit Bajaj, Tingran Gao, Zihang He, Qixing Huang, Zhenxiao Liang

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Abstract

We introduce a principled approach for

BibTeX

@InProceedings{pmlr-v80-bajaj18a,
  title = 	 {{SMAC}: Simultaneous Mapping and Clustering Using Spectral Decompositions},
  author =       {Bajaj, Chandrajit and Gao, Tingran and He, Zihang and Huang, Qixing and Liang, Zhenxiao},
  booktitle = 	 {Proceedings of the 35th International Conference on Machine Learning},
  pages = 	 {324--333},
  year = 	 {2018},
  editor = 	 {Dy, Jennifer and Krause, Andreas},
  volume = 	 {80},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {10--15 Jul},
  publisher =    {PMLR},
  pdf = 	 {http://proceedings.mlr.press/v80/bajaj18a/bajaj18a.pdf},
  url = 	 {https://proceedings.mlr.press/v80/bajaj18a.html},
  abstract = 	 {We introduce a principled approach for