25 citations · 25 across the 2 of their papers we have counts for
2 papers
stat.ML2025
kNNSampler: Stochastic Imputations for Recovering Missing Value Distributions
Parastoo Pashmchi, Jérôme Benoit, Motonobu Kanagawa
We study a missing-value imputation method, termed kNNSampler, that imputes a given unit's missing response by randomly sampling from the observed responses of the most similar…
q-bio.PE2005★ 25 cited
Pair Approximation Models for Disease Spread
Jerome Benoit, Ana Nunes, Margarida Telo da Gama
We consider a Susceptible-Infective-Recovered (SIR) model, where the mechanism for the renewal of susceptibles is demographic, on a ring with next nearest neighbour interactions, a…