8 citations · 10 across the 4 of their papers we have counts for
3 papers · 1 filter
Equality of Effort via Algorithmic Recourse
Francesca E. D. Raimondi, Andrew R. Lawrence, Hana Chockler
This paper proposes a method for measuring fairness through equality of effort by applying algorithmic recourse through minimal interventions. Equality of effort is a property that…
Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure
Francesca E. D. Raimondi, Tadhg O'Keeffe, Hana Chockler +6
We describe the results of applying causal discovery methods on the data from a multi-site clinical trial, on the Treatment of Preserved Cardiac Function Heart Failure with an Aldo…
Domain Knowledge in A*-Based Causal Discovery
Steven Kleinegesse, Andrew R. Lawrence, Hana Chockler
Causal discovery has become a vital tool for scientists and practitioners wanting to discover causal relationships from observational data. While most previous approaches to causal…