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Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss.
Zhenhuan Yang
Yunwen Lei
Siwei Lyu
Yiming Ying
Published in:
AISTATS (2021)
Keyphrases
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stochastic gradient descent
pairwise
learning algorithm
loss function
privacy preserving
information retrieval
supervised learning
online learning
learning tasks
differential privacy
data mining
machine learning
feature extraction
training data
active learning
learning problems