Fairness-Aware Structured Pruning in Transformers

Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian, Ioana Baldini, Sarath Chandar. Fairness-Aware Structured Pruning in Transformers. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 22484-22492, AAAI Press, 2024. [doi]

@inproceedings{ZayedMSBC24,
  title = {Fairness-Aware Structured Pruning in Transformers},
  author = {Abdelrahman Zayed and Gonçalo Mordido and Samira Shabanian and Ioana Baldini and Sarath Chandar},
  year = {2024},
  doi = {10.1609/aaai.v38i20.30256},
  url = {https://doi.org/10.1609/aaai.v38i20.30256},
  researchr = {https://researchr.org/publication/ZayedMSBC24},
  cites = {0},
  citedby = {0},
  pages = {22484-22492},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}