Loss Functions Modulate the Optimal Bias-Variance Trade-off.

Adam Bear Fiery Cushman

Published in: CogSci (2020)

Keyphrases

loss function
bias variance
trade off
pairwise
bias variance decomposition
logistic regression
learning to rank
loss minimization
support vector
squared error
risk minimization
update rules
data sets
hinge loss
training data
pairwise constraints
convex loss functions