7 citations · 19 across the 21 of their papers we have counts for
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stat.AP2025
TaxaPLN: a taxonomy-aware augmentation strategy for microbiome-trait classification including metadata
Alexandre Chaussard, Anna Bonnet, Sylvain Le Corff +1
The gut microbiome plays a crucial role in human health, making it a corner stone of modern biomedical research. To study its structure and dynamics, machine learning models are in…
stat.AP2020
Backward importance sampling for online estimation of state space models
Alice Martin, Marie-Pierre Etienne, Pierre Gloaguen +2
This paper proposes a new Sequential Monte Carlo algorithm to perform online estimation in the context of state space models when either the transition density of the latent state…