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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]

Authors

Abdelrahman Zayed

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Gonçalo Mordido

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Samira Shabanian

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Ioana Baldini

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Sarath Chandar

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