Mauá, Denis Deratani
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Planning in stochastic computation graphs: solving stochastic nonlinear problems...
Scalable learning of probabilistic circuits
A Mixed-Integer Linear Programming reformulation approach to Maximum A Posteriori...
Qualitative global sensitivity analysis for probabilistic circuits
Multi-label classification based on sum-product networks
Finding maxima of Gaussian Sum-Product Networks
Node concordance: a local homophily prediction task in graphs
Aprendizado de redes Bayesianas para domínios grandes
A benchmark for Maximum-a-Posteriori Inference algorithms in discrete Sum-Product...
Domain generalization, invariance and the Time Robust Forest
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