"monte carlo methods" Papers

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Least squares variational inference

Yvann Le Fay, Nicolas Chopin, Simon Barthelmé

NeurIPS 2025posterarXiv:2502.18475

Scalable inference of functional neural connectivity at submillisecond timescales

Arina Medvedeva, Edoardo Balzani, Alex Williams et al.

NeurIPS 2025oralarXiv:2510.20966

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

Denis Blessing, Xiaogang Jia, Johannes Esslinger et al.

ICML 2024poster