Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation

Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin 0001, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim. Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation. In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024. OpenReview.net, 2024. [doi]

Abstract

Abstract is missing.