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The merged-staircase property: a necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks.
Emmanuel Abbe
Enric Boix-Adserà
Theodor Misiakiewicz
Published in:
CoRR (2022)
Keyphrases
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sufficient conditions
neural network
learning algorithm
supervised learning
training set
active learning
markov random field
learning tasks
neural nets
learning rules
linear systems
uniform convergence