3 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.AI2023★ 1 cited
Epsilon-Identifiability of Causal Quantities
Ang Li, Scott Mueller, Judea Pearl
Identifying the effects of causes and causes of effects is vital in virtually every scientific field. Often, however, the needed probabilities may not be fully identifiable from th…
cs.AI2022★ 2 cited
Personalized Decision Making -- A Conceptual Introduction
Scott Mueller, Judea Pearl
Personalized decision making targets the behavior of a specific individual, while population-based decision making concerns a sub-population resembling that individual. This paper…
stat.ME2021★ 3 cited
Causes of Effects: Learning individual responses from population data
Scott Mueller, Ang Li, Judea Pearl
The problem of individualization is recognized as crucial in almost every field. Identifying causes of effects in specific events is likewise essential for accurate decision making…