Supervised learning through the lens of compression.
Ofir DavidShay MoranAmir YehudayoffPublished in: NIPS (2016)
Keyphrases
- supervised learning
- unsupervised learning
- compression algorithm
- data compression
- active learning
- supervised classification
- learning problems
- semi supervised
- image compression
- learning tasks
- compression ratio
- compression scheme
- reinforcement learning
- training set
- labeled data
- training data
- learning algorithm
- training samples
- training examples
- compression rate
- semi supervised learning
- lossy compression
- multiple instance learning
- light field
- statistical learning
- class labels
- machine learning
- data structure
- text compression
- lossless compression
- wide angle
- unlabeled data
- model selection
- text classification
- image quality
- feature space
- genetic algorithm