Variance reduction in frequency estimators via control variates method

Rameshwar Pratap; Raghav Kulkarni

UAI 2021poster2 citations

Variance reduction in frequency estimators via control variates method

Rameshwar Pratap, Raghav Kulkarni

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Abstract

Generating succinct summaries (also known as

BibTeX

@InProceedings{pmlr-v161-pratap21a,
  title = 	 {Variance reduction in frequency estimators via control variates method},
  author =       {Pratap, Rameshwar and Kulkarni, Raghav},
  booktitle = 	 {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence},
  pages = 	 {183--193},
  year = 	 {2021},
  editor = 	 {de Campos, Cassio and Maathuis, Marloes H.},
  volume = 	 {161},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {27--30 Jul},
  publisher =    {PMLR},
  pdf = 	 {https://proceedings.mlr.press/v161/pratap21a/pratap21a.pdf},
  url = 	 {https://proceedings.mlr.press/v161/pratap21a.html},
  abstract = 	 {Generating succinct summaries (also known as