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DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation.
Jie Xu
Karthikeyan Saravanan
Rogier van Dalen
Haaris Mehmood
David Tuckey
Mete Ozay
Published in:
CoRR (2024)
Keyphrases
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fine tuning
low rank
differentially private
learning algorithm
learning process
convex optimization
pattern recognition
active learning
small number
probabilistic model
missing data
multi task
fine tuned
matrix completion