Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction.
Anirudh BuvaneshRahul ChandJatin PrakashBhawna PaliwalMudit DhawanNeelabh MadanDeepesh HadaVidit JainSonu MehtaYashoteja PrabhuManish GuptaRamachandran RamjeeManik VarmaPublished in: ICLR (2024)
Keyphrases
- variance reduction
- bias variance decomposition
- naive bayes classifier
- gradient estimation
- monte carlo
- class labels
- sample size
- training data
- decision trees
- naive bayes
- importance sampling
- training set
- support vector
- text classification
- feature selection
- active learning
- multi label
- confidence intervals
- markov chain
- roc curve