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Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning

Arijit Sehanobish, Kumar Avinava Dubey, Krzysztof Marcin Choromanski, Somnath Basu Roy Chowdhury, Deepali Jain, Vikas Sindhwani, Snigdha Chaturvedi. Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning. In Amir Globersons, Lester Mackey, Danielle Belgrave, Angela Fan, Ulrich Paquet, Jakub M. Tomczak, Cheng Zhang 0005, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024. 2024. [doi]

Authors

Arijit Sehanobish

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Kumar Avinava Dubey

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Krzysztof Marcin Choromanski

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Somnath Basu Roy Chowdhury

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Deepali Jain

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Vikas Sindhwani

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Snigdha Chaturvedi

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