RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data.
Sangwoo MoJong-Chyi SuChih-Yao MaMido AssranIshan MisraLicheng YuSean BellPublished in: ICLR (2023)
Keyphrases
- semi supervised
- data analysis
- data sets
- training data
- prior knowledge
- original data
- labeled data
- data processing
- raw data
- spatial data
- unlabeled data
- statistical analysis
- computer systems
- supervised learning
- active learning
- xml documents
- learning algorithm
- background knowledge
- labeled and unlabeled data
- hidden variables
- learning models
- data quality
- data distribution
- learning systems
- learning process
- database
- data structure
- image data
- semi supervised learning
- human experts
- machine learning
- neural network
- incremental learning
- online learning
- principal component analysis
- bayesian methods
- knowledge discovery