On Data-Dependent Random Features for Improved Generalization in Supervised Learning.

Shahin Shahrampour Ahmad Beirami Vahid Tarokh

Published in: CoRR (2017)

Keyphrases

data dependent
supervised learning
generalization bounds
feature extraction
feature vectors
feature selection
image analysis
rademacher complexity
risk bounds
supervised classification
unsupervised learning
unlabeled data
statistical learning
model selection
feature space
object recognition
training data