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Showing papers from Inria Grenoble - Rhône-Alpes Show all papers

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NeurIPS 2026INRIAInriaInria Grenoble - Rhône-AlpesCNRSModel-based RL

BlockFormer: Transformer-based inference from interaction maps

Eloïse Touron, Pedro Rodrigues, Julyan Arbel, Nelle Varoquaux and 1 more

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026InriaMines ParisTechInria Grenoble - Rhône-AlpesBayesian & probabilistic methods

Theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference

Annealed Langevin dynamics replaces biased reverse-SDE sampling for compositional SBI scores with controllable bridging densities, yielding explicit hyperparameter rules; Linhart et al.'s formulation allows larger steps and fewer iterations than Geffner et al.'s in Gaussian settings and generalizes

Camille Touron, Gabriel Cardoso, Julyan Arbel, Pedro Rodrigues

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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