"probabilistic circuits" Papers

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$R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning

Mintong Kang, Bo Li

ICLR 2025posterarXiv:2407.05557
34
citations

Exact Soft Analytical Side-Channel Attacks using Tractable Circuits

Thomas Wedenig, Rishub Nagpal, Gaëtan Cassiers et al.

ICML 2024poster

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 2024poster