2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ME2024
Non-parametric efficient estimation of marginal structural models with multi-valued time-varying treatments
Axel Martin, Michele Santacatterina, Iván Díaz
Marginal structural models are a popular method for estimating causal effects in the presence of time-varying exposures. In spite of their popularity, no scalable non-parametric es…
stat.ML2022★ 2 cited
Fair Generalized Linear Models with a Convex Penalty
Hyungrok Do, Preston Putzel, Axel Martin +2
Despite recent advances in algorithmic fairness, methodologies for achieving fairness with generalized linear models (GLMs) have yet to be explored in general, despite GLMs being w…