Assessing Heuristic Machine Learning Explanations with Model Counting

Nina Narodytska, Aditya A. Shrotri, Kuldeep S. Meel, Alexey Ignatiev, João Marques-Silva. Assessing Heuristic Machine Learning Explanations with Model Counting. In Mikolás Janota, Inês Lynce, editors, Theory and Applications of Satisfiability Testing - SAT 2019 - 22nd International Conference, SAT 2019, Lisbon, Portugal, July 9-12, 2019, Proceedings. Volume 11628 of Lecture Notes in Computer Science, pages 267-278, Springer, 2019. [doi]

@inproceedings{NarodytskaSMIM19,
  title = {Assessing Heuristic Machine Learning Explanations with Model Counting},
  author = {Nina Narodytska and Aditya A. Shrotri and Kuldeep S. Meel and Alexey Ignatiev and João Marques-Silva},
  year = {2019},
  doi = {10.1007/978-3-030-24258-9_19},
  url = {https://doi.org/10.1007/978-3-030-24258-9_19},
  researchr = {https://researchr.org/publication/NarodytskaSMIM19},
  cites = {0},
  citedby = {0},
  pages = {267-278},
  booktitle = {Theory and Applications of Satisfiability Testing - SAT 2019 - 22nd International Conference, SAT 2019, Lisbon, Portugal, July 9-12, 2019, Proceedings},
  editor = {Mikolás Janota and Inês Lynce},
  volume = {11628},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-24258-9},
}