On Deep Unsupervised Active Learning.
Changsheng LiHandong MaZhao KangYe YuanXiaoyu ZhangGuoren WangPublished in: IJCAI (2020)
Keyphrases
- active learning
- semi supervised
- supervised learning
- deep architectures
- unsupervised learning
- data driven
- machine learning
- learning strategies
- pool based active learning
- random sampling
- deep learning
- relevance feedback
- training examples
- completely unsupervised
- selective sampling
- training set
- learning algorithm
- labeled data
- semi supervised learning
- annotation effort
- unsupervised manner
- active learning strategies
- sample selection
- supervised classification
- real time
- music emotion classification
- information bottleneck
- information theoretic
- learning process
- neural network