probabilistic circuit

Group Fairness by Probabilistic Modeling with Latent Fair Decisions AAAI 2021 HyperSPNs: Compact and Expressive Probabilistic Circuits NeurIPS 2021 Juice: A Julia Package for Logic and Probabilistic Circuits AAAI 2021 Leveraging probabilistic circuits for nonparametric multi-output regression UAI 2021 Probabilistic Generating Circuits ICML 2021 Probabilistic Sufficient Explanations IJCAI 2021 Random probabilistic circuits UAI 2021 Testing Probabilistic Circuits NeurIPS 2021 Tractable computation of expected kernels UAI 2021 Tractable Regularization of Probabilistic Circuits NeurIPS 2021 Whittle Networks: A Deep Likelihood Model for Time Series ICML 2021 Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits ICML 2020 Joints in Random Forests NeurIPS 2020 On the Relationship Between Probabilistic Circuits and Determinantal Point Processes UAI 2020 Probabilistic Circuits for Variational Inference in Discrete Graphical Models NeurIPS 2020 Strudel: Learning Structured-Decomposable Probabilistic Circuits PGM 2020 On Tractable Computation of Expected Predictions NeurIPS 2019 Learning Acyclic Probabilistic Circuits Using Test Paths JMLR 2009