Valid Inferential Models for Prediction in Supervised Learning Problems.
Leonardo CellaRyan MartinPublished in: ISIPTA (2021)
Keyphrases
- learning problems
- supervised learning
- machine learning algorithms
- learning algorithm
- learning models
- learning tasks
- multiple instance
- multi task learning
- binary classification
- machine learning
- probabilistic model
- semi supervised learning
- computational learning theory
- model selection
- kernel methods
- pac learning
- statistical learning theory
- learning process
- reinforcement learning
- learning theory
- training data
- face recognition
- decision trees
- data sets
- supervised learning algorithms