Conformal Prediction with Partially Labeled Data.
Alireza JavanmardiYusuf SalePaul HofmanEyke HüllermeierPublished in: COPA (2023)
Keyphrases
- partially labeled data
- conformal prediction
- semi supervised
- loss function
- ridge regression
- active learning
- confidence levels
- support vector machine
- co training
- k nearest neighbour
- supervised learning
- semi supervised learning
- labeled data
- unlabeled data
- labeled examples
- random forests
- machine learning
- neural network
- unsupervised learning
- knn
- conditional random fields
- pairwise
- ls svm
- statistical significance
- support vector
- data sets
- markov random field
- training set
- training data