An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning

Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke. An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning. In Danai Koutra, Claudia Plant, Manuel Gomez-Rodriguez, Elena Baralis, Francesco Bonchi, editors, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III. Volume 14171 of Lecture Notes in Computer Science, pages 462-478, Springer, 2023. [doi]

@inproceedings{MullerTBJBW23,
  title = {An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning},
  author = {Sebastian Müller and Vanessa Toborek and Katharina Beckh and Matthias Jakobs and Christian Bauckhage and Pascal Welke},
  year = {2023},
  doi = {10.1007/978-3-031-43418-1_28},
  url = {https://doi.org/10.1007/978-3-031-43418-1_28},
  researchr = {https://researchr.org/publication/MullerTBJBW23},
  cites = {0},
  citedby = {0},
  pages = {462-478},
  booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III},
  editor = {Danai Koutra and Claudia Plant and Manuel Gomez-Rodriguez and Elena Baralis and Francesco Bonchi},
  volume = {14171},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-43418-1},
}