On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data.
Tina BehniaGanesh Ramachandra KiniVala VakilianChristos ThrampoulidisPublished in: AISTATS (2023)
Keyphrases
- cross entropy
- imbalanced data
- linear regression
- maximum likelihood
- log likelihood
- class distribution
- classification models
- sampling methods
- error function
- ensemble methods
- feature selection
- support vector machine
- evaluation metrics
- multi label
- language modeling
- class imbalance
- ranking functions
- data sets
- ensemble classifier
- text categorization
- decision trees
- neural network