2 papers
stat.ML2022
Evaluating Local Model-Agnostic Explanations of Learning to Rank Models with Decision Paths
Amir Hossein Akhavan Rahnama, Judith Butepage
Local explanations of learning-to-rank (LTR) models are thought to extract the most important features that contribute to the ranking predicted by the LTR model for a single data p…
cs.LG2021
Evaluating Local Explanations using White-box Models
Amir Hossein Akhavan Rahnama, Judith Butepage, Pierre Geurts +1
Evaluating explanation techniques using human subjects is costly, time-consuming and can lead to subjectivity in the assessments. To evaluate the accuracy of local explanations, we…