Tractable Regularization of Probabilistic Circuits

4 June 2021

Papers citing "Tractable Regularization of Probabilistic Circuits"

9 / 9 papers shown

Title
Optimal Transport for Probabilistic Circuits Adrian Ciotinga YooJung Choi TPM OT 52 0 0 16 Oct 2024
On the Relationship Between Monotone and Squared Probabilistic Circuits Benjie Wang Guy Van den Broeck TPM 47 5 0 01 Aug 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits G. Gala Cassio de Campos Antonio Vergari Erik Quaeghebeur TPM 71 4 0 10 Jun 2024
A Tractable Inference Perspective of Offline RL Xuejie Liu Hoang Trung-Dung Guy Van den Broeck Yitao Liang OffRL 36 1 0 31 Oct 2023
Scaling Up Probabilistic Circuits by Latent Variable Distillation Hoang Trung-Dung Honghua Zhang Guy Van den Broeck TPM 25 25 0 10 Oct 2022
Continuous Mixtures of Tractable Probabilistic Models Alvaro H. C. Correia G. Gala Erik Quaeghebeur Cassio de Campos Robert Peharz TPM 19 18 0 21 Sep 2022
Lossless Compression with Probabilistic Circuits Hoang Trung-Dung Stephan Mandt Guy Van den Broeck TPM 21 21 0 23 Nov 2021
Solving Marginal MAP Exactly by Probabilistic Circuit Transformations YooJung Choi Tal Friedman Guy Van den Broeck TPM 30 11 0 08 Nov 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,167 0 06 Jun 2015