67 citations · 79 across the 10 of their papers we have counts for
3 papers · 1 filter
Causal inference for semi-competing risks data
Daniel Nevo, Malka Gorfine
An emerging challenge for time-to-event data is studying semi-competing risks, namely when two event times are of interest: a non-terminal event time (e.g. age at disease diagnosis…
Modeling semi-competing risks data as a longitudinal bivariate process
Daniel Nevo, Deborah Blacker, Eric B. Larson +1
The Adult Changes in Thought (ACT) study is a long-running prospective study of incident all-cause dementia and Alzheimer's disease (AD). As the cohort ages, death (a terminal even…
Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias
Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov +6
Common methods for interpreting neural models in natural language processing typically examine either their structure or their behavior, but not both. We propose a methodology grou…