Regret Bounds for Online Kernel Selection in Continuous Kernel Space.

Xiao Zhang Shizhong Liao Jun Xu Ji-Rong Wen

Published in: AAAI (2021)

Keyphrases

kernel space
principal components
feature space
online learning
hyperplane
maximum margin
regret bounds
online convex optimization
high dimensional
principal component analysis
linear combination
data sets