Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity

Shiyun Xu, Zhiqi Bu, Pratik Chaudhari, Ian J. Barnett. Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity. 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 343-359, Springer, 2023. [doi]

@inproceedings{XuBCB23,
  title = {Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity},
  author = {Shiyun Xu and Zhiqi Bu and Pratik Chaudhari and Ian J. Barnett},
  year = {2023},
  doi = {10.1007/978-3-031-43418-1_21},
  url = {https://doi.org/10.1007/978-3-031-43418-1_21},
  researchr = {https://researchr.org/publication/XuBCB23},
  cites = {0},
  citedby = {0},
  pages = {343-359},
  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},
}