AutoBalance: Optimized Loss Functions for Imbalanced Data.

Mingchen Li Xuechen Zhang Christos Thrampoulidis Jiasi Chen Samet Oymak

Published in: NeurIPS (2021)

Keyphrases

loss function
imbalanced data
pairwise
support vector
support vector machine
linear regression

logistic regression
class distribution
ensemble methods
base learners
classification models

random forest
feature selection
learning models
class imbalance
sampling methods

minority class
machine learning
svm classifier
cost sensitive
ensemble learning