Our #ICML position paper: #XAI is similar to applied statistics: it uses summary statistics in an attempt to answer real world questions. But authors need to state how concretely (!) their XAI statistics contributes to answer which concrete (!) question!
arxiv.org/abs/2402.02870
Ulrike Luxburg
During the last couple of years, we have read a lot of papers on explainability and often felt that something was fundamentally missing🤔
This led us to write a position paper (accepted at #ICML2025) that attempts to identify the problem and to propose a solution.
arxiv.org/abs/2402.02870
👇🧵
