2024 "probabilistic circuits" Papers

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Exact Soft Analytical Side-Channel Attacks using Tractable Circuits

Thomas Wedenig, Rishub Nagpal, Gaëtan Cassiers et al.

ICML 2024posterarXiv:2501.13748

Neural Network Approximators for Marginal MAP in Probabilistic Circuits

Shivvrat Arya, Tahrima Rahman, Vibhav Gogate

AAAI 2024paperarXiv:2402.03621
2
citations

Probabilistic Generating Circuits - Demystified

Sanyam Agarwal, Markus Bläser

ICML 2024poster

Probabilistic Neural Circuits

Pedro Zuidberg Dos Martires

AAAI 2024paperarXiv:2403.06235
7
citations

Scaling Tractable Probabilistic Circuits: A Systems Perspective

Anji Liu, Kareem Ahmed, Guy Van den Broeck

ICML 2024posterarXiv:2406.00766