Smidl, Vaclav

4 publications

UAI 2025 Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs Milan Papez, Martin Rektoris, Vaclav Smidl, Tomáš Pevný

ICLR 2024 Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs Milan Papez, Martin Rektoris, Vaclav Smidl, Tomáš Pevný

PGM 2020 Sum-Product-Transform Networks: Exploiting Symmetries Using Invertible Transformations Tomáš Pevný, Václav Smídl, Martin Trapp, Ondřej Poláček, Tomáš Oberhuber

ECML-PKDD 2013 Sparsity in Bayesian Blind Source Separation and Deconvolution Václav Smídl, Ondrej Tichý