Generalization Bounds for Supervised Dimensionality Reduction.

Mehryar Mohri Afshin Rostamizadeh Dmitry Storcheus

Published in: FE@NIPS (2015)

Keyphrases

generalization bounds
data dependent
learning theory
generalization ability
model selection
kernel trick
learning problems
linear classifiers
dimensionality reduction
linear discriminant analysis
cross validation
data sets
input space
least squares
feature space
pattern recognition
decision trees