self-supervised learning
Class of machine learning techniques in which a task is solved based on pseudo-labels which help initialize weights the weight, then the actual task is performed with supervised or unsupervised learning.
- Type of
- machine learning, weakly supervised learning
Connected
More concepts & methods
- autoencoderneural network that learns efficient data encoding in an unsupervised manner
- automated reasoningsubfield of computer science and logic
- self-organizing mapmachine learning technique useful for dimensionality reduction
- decision tree learningalgorithm that recursively splits data on attributes to build a tree for classification or regression
- autoregressive modelrepresentation of a type of random process
- transfer learningresearch problem in machine learning (ML) that focuses on storing knowledge gained while solving one problem and applying it to a different but related problem
Sources
- Wikidata Q77562367 (structured facts, CC0)
- Wikipedia