Non-Convex SGD Learns Halfspaces with Adversarial Label Noise.

Ilias Diakonikolas Vasilis Kontonis Christos Tzamos Nikos Zarifis

Published in: CoRR (2020)

Keyphrases

label noise
active learning
noise tolerant
training data
noise model
agnostic learning
multiple instance learning
learning algorithm
learning environment
training set
learning process
model selection
training examples
noisy data
decision lists