HyperSPNs: Compact and Expressive Probabilistic Circuits

HyperSPNs: Compact and Expressive Probabilistic Circuits

2 December 2021

Dorsa Sadigh

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Papers citing "HyperSPNs: Compact and Expressive Probabilistic Circuits"

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Title
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits Xuejie Liu Hoang Trung-Dung Guy Van den Broeck Yitao Liang TPM 88 14 0 16 Feb 2023
Sparse Probabilistic Circuits via Pruning and Growing Meihua Dang Hoang Trung-Dung Guy Van den Broeck TPM 92 17 0 22 Nov 2022
Scaling Up Probabilistic Circuits by Latent Variable Distillation Hoang Trung-Dung Honghua Zhang Guy Van den Broeck TPM 71 27 0 10 Oct 2022
Continuous Mixtures of Tractable Probabilistic Models Alvaro H. C. Correia G. Gala Erik Quaeghebeur Cassio de Campos Robert Peharz TPM 96 18 0 21 Sep 2022