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Superpolynomial Lower Bounds for Learning One-Layer Neural Networks using Gradient Descent.
Surbhi Goel
Aravind Gollakota
Zhihan Jin
Sushrut Karmalkar
Adam R. Klivans
Published in:
ICML (2020)
Keyphrases
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neural network
lower bound
active learning
learning algorithm
learning process
learning rules
learning systems
objective function
reinforcement learning
back propagation
neural nets
prior knowledge
upper bound
supervised learning
online learning
learning problems
inductive inference
decision trees