Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.

Giovanni De Toni Bruno Lepri Andrea Passerini

Published in: CoRR (2022)

Keyphrases

program synthesis
optimal policy
recursive programs
linear program
multistage
stochastic programming
object oriented
inductive logic programming
relational learning
learning algorithm
xml documents
knowledge representation
text mining
general purpose
control policies
stage stochastic programs