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arithmetic circuit

14 papers

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Also known as

AC

Co-occurring keywords

probabilistic modeling (852) probabilistic graphical model (226) exact inference (64) structure learning (341) markov network (40) tractable probabilistic model (8) bayesian network (378) knowledge compilation (40) computational complexity (399) activation function (133)

Papers

Learning from Logical Constraints with Lower- and Upper-Bound Arithmetic Circuits IJCAI 2025
Structured d-DNNF Is Not Closed under Negation IJCAI 2024
Graph Neural Networks and Arithmetic Circuits NIPS 2024
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021
Supervised Learning with Background Knowledge PGM 2020
Discriminative Non-Parametric Learning of Arithmetic Circuits PGM 2020
A New Perspective on Learning Context-Specific Independence PGM 2020
Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models IJCAI 2020
On Relaxing Determinism in Arithmetic Circuits ICML 2017
Tractable Operations for Arithmetic Circuits of Probabilistic Models NIPS 2016
A Guide to Learning Arithmetic Circuits COLT 2016
Discriminative Structure Learning of Arithmetic Circuits AISTATS 2016
Learning Markov Networks With Arithmetic Circuits AISTATS 2013
Approximate Inference by Compilation to Arithmetic Circuits NIPS 2010