Probabilistic Generating Circuits
Paper
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2102.09768
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Published
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2
Probabilistic Circuits
computational graphs encoding tractable probability distributions
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Probabilistic Circuits That Know What They Don't Know
Paper • 2302.06544 • Published • 2 -
Sparse Probabilistic Circuits via Pruning and Growing
Paper • 2211.12551 • Published • 2 -
Scaling Up Probabilistic Circuits by Latent Variable Distillation
Paper • 2210.04398 • Published • 2 -
Probabilistic Integral Circuits
Paper • 2310.16986 • Published • 2 -
Deriving Comprehensible Theories from Probabilistic Circuits
Paper • 2311.13379 • Published • 2 -
Generative Marginalization Models
Paper • 2310.12920 • Published -
Implicit Variational Inference for High-Dimensional Posteriors
Paper • 2310.06643 • Published -
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
Paper • 2310.08287 • Published -
A Latent Space Theory for Emergent Abilities in Large Language Models
Paper • 2304.09960 • Published • 3