Poster "probabilistic reasoning" Papers

5 papers found

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Density estimation with LLMs: a geometric investigation of in-context learning trajectories

Toni Liu, Nicolas Boulle, Raphaël Sarfati et al.

ICLR 2025arXiv:2410.05218
4
citations

From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy

Julian Dörfler, Benito van der Zander, Markus Bläser et al.

ICLR 2025arXiv:2405.07373
5
citations

Probabilistic Reasoning with LLMs for Privacy Risk Estimation

Jonathan Zheng, Alan Ritter, Sauvik Das et al.

NEURIPS 2025

Understanding and Improving Adversarial Robustness of Neural Probabilistic Circuits

Weixin Chen, Han Zhao

NEURIPS 2025arXiv:2509.20549

On the Independence Assumption in Neurosymbolic Learning

Emile van Krieken, Pasquale Minervini, Edoardo Ponti et al.

ICML 2024arXiv:2404.08458
18
citations