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Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise.
Ilias Diakonikolas
Jelena Diakonikolas
Daniel M. Kane
Puqian Wang
Nikos Zarifis
Published in:
COLT (2023)
Keyphrases
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learning process
prior knowledge
classification noise
noise tolerant
learning algorithm
domain knowledge
background knowledge
uniform distribution
statistical queries
machine learning
reinforcement learning
support vector
learning problems
inductive learning
pac learning
agnostic learning