Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not.
Chelsea MurrayJames Urquhart AllinghamJavier AntoránJosé Miguel Hernández-LobatoPublished in: CoRR (2021)
Keyphrases
- active learning
- social networks
- random sampling
- relevance feedback
- training examples
- learning strategies
- selective sampling
- network analysis
- inherent uncertainty
- data mining
- network design
- decision theory
- complex networks
- network structure
- labeled data
- learning algorithm
- machine learning
- cost sensitive
- depth information
- semi supervised
- learning process
- three dimensional
- network size