Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction.
Bhawesh KumarAnil PalepuRudraksh TuwaniAndrew BeamPublished in: CoRR (2022)
Keyphrases
- classification models
- decision trees
- supervised learning
- model selection
- machine learning
- support vector
- probabilistic model
- image classification
- classification accuracy
- machine learning algorithms
- tree ensembles
- conformal prediction
- support vector machine svm
- k nearest neighbor
- text classification
- benchmark datasets
- machine learning methods
- dimension reduction
- bayesian framework
- feature extraction
- feature selection