Instance-Optimal Compressed Sensing via Posterior Sampling

Ajil Jalal, Sushrut Karmalkar, Alex Dimakis, Eric Price. Instance-Optimal Compressed Sensing via Posterior Sampling. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 4709-4720, PMLR, 2021. [doi]

@inproceedings{JalalKDP21,
  title = {Instance-Optimal Compressed Sensing via Posterior Sampling},
  author = {Ajil Jalal and Sushrut Karmalkar and Alex Dimakis and Eric Price},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/jalal21a.html},
  researchr = {https://researchr.org/publication/JalalKDP21},
  cites = {0},
  citedby = {0},
  pages = {4709-4720},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}