output
20182022
most citedMissing Data Imputation using Optimal Transport

45 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2021Show all

2 papers · 1 filter

stat.ML2021★ 2 cited

Model-based Clustering with Missing Not At Random Data

Aude Sportisse, Matthieu Marbac, Fabien Laporte +4

Model-based unsupervised learning, as any learning task, stalls as soon as missing data occurs. This is even more true when the missing data are informative, or said missing not at…

stat.ME2021★ 14 cited

Causal effect on a target population: a sensitivity analysis to handle missing covariates

Bénédicte Colnet, Julie Josse, Erwan Scornet +1

Randomized Controlled Trials (RCTs) are often considered the gold standard for estimating causal effect, but they may lack external validity when the population eligible to the RCT…