Fast and Provable Nonconvex Tensor RPCA

Haiquan Qiu, Yao Wang, ShaoJie Tang, Deyu Meng, Quanming Yao. Fast and Provable Nonconvex Tensor RPCA. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 18211-18249, PMLR, 2022. [doi]

@inproceedings{QiuWTMY22,
  title = {Fast and Provable Nonconvex Tensor RPCA},
  author = {Haiquan Qiu and Yao Wang and ShaoJie Tang and Deyu Meng and Quanming Yao},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/qiu22d.html},
  researchr = {https://researchr.org/publication/QiuWTMY22},
  cites = {0},
  citedby = {0},
  pages = {18211-18249},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}