Depth Uncertainty Networks for Active Learning.
Chelsea MurrayJames Urquhart AllinghamJavier AntoránJosé Miguel Hernández-LobatoPublished in: CoRR (2021)
Keyphrases
- active learning
- social networks
- learning strategies
- semi supervised
- network structure
- relevance feedback
- supervised learning
- depth map
- high quality
- selective sampling
- machine learning
- complex networks
- computer networks
- pool based active learning
- learning process
- inherent uncertainty
- possibility theory
- cellular networks
- heterogeneous networks
- network model
- community detection
- incomplete information
- stereo vision
- decision making
- training examples
- clustering algorithm