Huseyin A Inan
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Keywords
differential privacy
(4)
large language model
(2)
in-context learning
(1)
language model alignment
(1)
synthetic data generation
(1)
reinforcement learning from human feedback
(1)
language model
(1)
synthetic data
(1)
parameter-efficient fine-tuning
(1)
privacy budget
(1)
private dataset
(1)
privacy-preserving alignment
(1)
aug-pe
(1)
foundation model apis
(1)
private evolution
(1)
few-shot learning
(1)
Papers
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
ICML 2024
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
ICLR 2024
Privately Aligning Language Models with Reinforcement Learning
ICLR 2024
Differentially Private Fine-tuning of Language Models
ICLR 2022