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Why Is Public Pretraining Necessary for Private Model Training?
Arun Ganesh
Mahdi Haghifam
Milad Nasr
Sewoong Oh
Thomas Steinke
Om Thakkar
Abhradeep Guha Thakurta
Lun Wang
Published in:
ICML (2023)
Keyphrases
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management system
theoretical framework
information systems
objective function
probabilistic model
computational model
genetic algorithm
similarity measure
prior knowledge
cost function
online learning
theoretical analysis
training examples
privacy preserving
formal model