A Simple Analysis for Exp-concave Empirical Minimization with Arbitrary Convex Regularizer.

Tianbao Yang Zhe Li Lijun Zhang

Published in: AISTATS (2018)

Keyphrases

statistical analysis
objective function
active learning
upper bound
empirical data
convex functions
data sets
learning algorithm
feature selection
data analysis
lower bound
image analysis
quantitative analysis
piecewise linear
convexity properties