"probability distributions" Papers

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A Unified Framework for Human-Allied Learning of Probabilistic Circuits

Athresh Karanam, Saurabh Mathur, Sahil Sidheekh et al.

AAAI 2025paperarXiv:2405.02413

Replicable Distribution Testing

Ilias Diakonikolas, Jingyi Gao, Daniel Kane et al.

NEURIPS 2025spotlightarXiv:2507.02814

Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling

Denis Blessing, Xiaogang Jia, Johannes Esslinger et al.

ICML 2024arXiv:2406.07423

Probabilistic Neural Circuits

Pedro Zuidberg Dos Martires

AAAI 2024paperarXiv:2403.06235