Saurabh Naik | DeepAI

DeepAI

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research

∙ 05/23/2023

Selective Pre-training for Private Fine-tuning

Suppose we want to train text prediction models in email clients or word...

0 Da Yu, et al. ∙

research

∙ 12/16/2022

Planting and Mitigating Memorized Content in Predictive-Text Language Models

Language models are widely deployed to provide automatic text completion...

0 C. M. Downey, et al. ∙

research

∙ 10/13/2021

Differentially Private Fine-tuning of Language Models

We give simpler, sparser, and faster algorithms for differentially priva...

0 Da Yu, et al. ∙