2 citations · 2 across the 1 of their papers we have counts for
2 papers
math.ST2020★ 2 cited
A Balancing Weight Framework for Estimating the Causal Effect of General Treatments
Guillaume Martinet
In observational studies, weighting methods that directly optimize the balance between treatment and covariates have received much attention lately; however these have mainly focus…
stat.ML2018
Marginal Singularity, and the Benefits of Labels in Covariate-Shift
Samory Kpotufe, Guillaume Martinet
We present new minimax results that concisely capture the relative benefits of source and target labeled data, under covariate-shift. Namely, we show that the benefits of target la…