Temporal Output Discrepancy for Loss Estimation-based Active Learning.
Siyu HuangTianyang WangHaoyi XiongBihan WenJun HuanDejing DouPublished in: CoRR (2022)
Keyphrases
- active learning
- temporal information
- spatio temporal
- temporal data
- expected loss
- estimation accuracy
- semi supervised
- spatial and temporal
- temporal analysis
- labeled data
- temporal reasoning
- temporal constraints
- random sampling
- generalization error
- pairwise
- robust estimation
- selective sampling
- accurate estimation
- supervised learning
- quasi periodic
- transfer learning
- temporal consistency
- estimation process
- temporal evolution
- temporal databases
- experimental design
- parametric models