Statistical Learning from Biased Training Samples.
Pierre LaforgueStéphan ClémençonPublished in: CoRR (2019)
Keyphrases
- training samples
- statistical learning
- supervised learning
- training data
- feature space
- number of training samples
- test sample
- model selection
- learning algorithm
- information theory
- training set
- high dimensional
- unsupervised learning
- classification error
- machine learning
- semi supervised learning
- active learning
- sample set
- high quality
- information retrieval
- base classifiers
- representative samples
- manifold learning
- low dimensional
- dimensionality reduction
- face images
- text mining
- semi supervised
- object recognition
- reinforcement learning
- face recognition