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Near-Optimal SQ Lower Bounds for Agnostically Learning Halfspaces and ReLUs under Gaussian Marginals.
Ilias Diakonikolas
Daniel Kane
Nikos Zarifis
Published in:
NeurIPS (2020)
Keyphrases
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lower bound
statistical queries
learning algorithm
learning process
graphical models
agnostic learning
online learning
noise tolerant
exact learning
reinforcement learning
training examples
learning tasks
learning theory