sum-product-networks 9 tractable-inference 7 deep-learning 6 tractable-queries 4 tractable-models 4 exchangeability 3 permutation-invariance 3 symmetry 3 probabilistic-models 3 probabilistic-reasoning 3 probabilistic-inference 3 machine-learning 3 tensor-networks 2 circuits 2 julia 2 graphical-models 2 statistics 2 generative-model 2 pytorch 2 graphs 2 probabilistic-graphical-models 2 molecule-generation 2 tensor 1 low-rank-approximation 1 low-rank 1 ugmm-nn 1 ugmm 1 python 1 gaussian-mixture-models 1 ai 1 tensor-factorization 1 molecular-graph 1 molecular-graphs 1 probabilistic-risk-assessment 1 gmm 1 tree-structured-graphs 1 mixture-models 1 finite-random-sets 1 negative-gmm 1 squared-circuit 1 finite-point-processes 1 mixture-model 1 spn 1 tensorflow-models 1 probabilistic-machine-learning 1 probabilistic-modeling 1 tensor-net 1 tensor-network-decompositions 1 normalizing-flows 1 knowledge-graph-embeddings 1 link-prediction 1 arithmetic-circuits 1 neurosymbolic 1 neurosymbolic-ai 1 approximate-inference 1 variational-inference 1 density-estimation 1 regularization 1 bayesian-networks 1 probabilistic-programming 1 uncertainty-propagation 1 gaussian-processes 1 julia-language 1 latent-variable-models 1 tensor-factorizations 1 tensors 1