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Margin-Based Generalization Lower Bounds for Boosted Classifiers.
Allan Grønlund
Lior Kamma
Kasper Green Larsen
Alexander Mathiasen
Jelani Nelson
Published in:
NeurIPS (2019)
Keyphrases
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lower bound
boosted classifiers
upper bound
multi class
face detection
object detection
generalization bounds
vc dimension
objective function
generalization error
optimal solution
computer vision
classification accuracy
data sets
genetic algorithm ga
learning theory
learning algorithm