ICML "sequential monte carlo" Papers

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A connection between Tempering and Entropic Mirror Descent

Nicolas Chopin, Francesca R Crucinio, Anna Korba

ICML 2024posterarXiv:2310.11914

Nesting Particle Filters for Experimental Design in Dynamical Systems

Sahel Iqbal, Adrien Corenflos, Simo Särkkä et al.

ICML 2024posterarXiv:2402.07868

Online Variational Sequential Monte Carlo

Alessandro Mastrototaro, Jimmy Olsson

ICML 2024posterarXiv:2312.12616

PASOA- PArticle baSed Bayesian Optimal Adaptive design

Jacopo Iollo, Christophe Heinkelé, Pierre Alliez et al.

ICML 2024posterarXiv:2402.07160

Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo

Stephen Zhao, Rob Brekelmans, Alireza Makhzani et al.

ICML 2024posterarXiv:2404.17546