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Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization.
Benjamin Aubin
Florent Krzakala
Yue M. Lu
Lenka Zdeborová
Published in:
CoRR (2020)
Keyphrases
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convex optimization
generalization error
bayes error
high dimensional
cross validation
linear classifiers
upper bound
active learning
model selection
learning algorithm
training data
training set
binary classification
k nearest neighbor
class distribution
sample size
nearest neighbor
supervised learning
variable selection
total variation
data points
high dimensional data
knn
learning tasks
lower bound
feature space
training samples
data sets
boosting algorithms
test set
cost sensitive
denoising
wavelet transform
computer vision
dimensionality reduction