Differentially Private Fine-tuning of Language Models

Da Yu, Saurabh Naik, Arturs Backurs, Sivakanth Gopi, Huseyin A. Inan, Gautam Kamath 0001, Janardhan Kulkarni, Yin Tat Lee, Andre Manoel, Lukas Wutschitz, Sergey Yekhanin, Huishuai Zhang. Differentially Private Fine-tuning of Language Models. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

Authors

Da Yu

This author has not been identified. Look up 'Da Yu' in Google

Saurabh Naik

This author has not been identified. Look up 'Saurabh Naik' in Google

Arturs Backurs

This author has not been identified. Look up 'Arturs Backurs' in Google

Sivakanth Gopi

This author has not been identified. Look up 'Sivakanth Gopi' in Google

Huseyin A. Inan

This author has not been identified. Look up 'Huseyin A. Inan' in Google

Gautam Kamath 0001

This author has not been identified. Look up 'Gautam Kamath 0001' in Google

Janardhan Kulkarni

This author has not been identified. Look up 'Janardhan Kulkarni' in Google

Yin Tat Lee

This author has not been identified. Look up 'Yin Tat Lee' in Google

Andre Manoel

This author has not been identified. Look up 'Andre Manoel' in Google

Lukas Wutschitz

This author has not been identified. Look up 'Lukas Wutschitz' in Google

Sergey Yekhanin

This author has not been identified. Look up 'Sergey Yekhanin' in Google

Huishuai Zhang

This author has not been identified. Look up 'Huishuai Zhang' in Google