18 citations · 18 across the 3 of their papers we have counts for
3 papers
stat.AP2024
Estimation of ratios of normalizing constants using stochastic approximation : the SARIS algorithm
Tom Guédon, Charlotte Baey, Estelle Kuhn
Computing ratios of normalizing constants plays an important role in statistical modeling. Two important examples are hypothesis testing in latent variables models, and model compa…
math.NA2013
Efficiency of the Wang-Landau algorithm: a simple test case
G. Fort, B. Jourdain, E. Kuhn +2
We analyze the efficiency of the Wang-Landau algorithm to sample a multimodal distribution on a prototypical simple test case. We show that the exit time from a metastable state is…
stat.CO2008★ 18 cited
Stochastic Algorithm For Parameter Estimation For Dense Deformable Template Mixture Model
Stéphanie Allassonnière, Estelle Kuhn
Estimating probabilistic deformable template models is a new approach in the fields of computer vision and probabilistic atlases in computational anatomy. A first coherent statisti…