most citedDo We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark

8 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023

Optimizing Data Shapley Interaction Calculation from O(2^n) to O(t n^2) for KNN models

Mohamed Karim Belaid, Dorra El Mekki, Maximilian Rabus +1

With the rapid growth of data availability and usage, quantifying the added value of each training data point has become a crucial process in the field of artificial intelligence.…

cs.SE2022★ 8 cited

Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark

Mohamed Karim Belaid, Eyke Hüllermeier, Maximilian Rabus +1

In recent years, Explainable AI (xAI) attracted a lot of attention as various countries turned explanations into a legal right. xAI allows for improving models beyond the accuracy…