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Agnostic Active Learning of Single Index Models with Linear Sample Complexity.
Aarshvi Gajjar
Wai Ming Tai
Xingyu Xu
Chinmay Hegde
Christopher Musco
Yi Li
Published in:
CoRR (2024)
Keyphrases
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active learning
sample complexity
generalization error
theoretical analysis
machine learning
learning algorithm
objective function
semi supervised
supervised learning
training examples
vc dimension
reinforcement learning
training set
learning process
model selection
semi supervised learning