Sketching Linear Classifiers over Data Streams.

Kai Sheng Tai Vatsal Sharan Peter Bailis Gregory Valiant

Published in: SIGMOD Conference (2018)

Keyphrases

linear classifiers
data streams
sliding window
hyperplane
multi class
linear classification
generalization error
data sets
svm classifier
support vector machine
model selection
principal components
learning algorithm
upper bound
cross validation