Sparse Probabilistic Circuits via Pruning and Growing

Sparse Probabilistic Circuits via Pruning and Growing (bibtex)

by Meihua Dang, Anji Liu and Guy Van den Broeck

Reference:

Meihua Dang, Anji Liu and Guy Van den Broeck. Sparse Probabilistic Circuits via Pruning and Growing, In Advances in Neural Information Processing Systems 35 (NeurIPS), 2022.

Bibtex Entry:

@inproceedings{DangNeurIPS22,
  author 	= {Dang, Meihua and Liu, Anji and Van den Broeck, Guy},
  title     = {Sparse Probabilistic Circuits via Pruning and Growing},
  booktitle = {Advances in Neural Information Processing Systems 35 (NeurIPS)},
  month     = {dec},
  year      = {2022},
  url       = "http://starai.cs.ucla.edu/papers/DangNeurIPS22.pdf",
  code 		= "https://github.com/UCLA-StarAI/SparsePC",
  annotation = "(Oral full presentation, acceptance rate 201/10411 = 1.9\%)",
  keywords	= {conference,selective}
}

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