Loss Functions for Top-k Error: Analysis and Insights.

Maksim Lapin Matthias Hein Bernt Schiele

Published in: CVPR (2016)

Keyphrases

error analysis
loss function
least squares
error correction
pairwise
support vector
squared error
loss minimization
learning to rank
query processing
reproducing kernel hilbert space
logistic regression
boosting algorithms
hinge loss
risk minimization
update rules
convex loss functions
document collections