A statistical theory of out-of-distribution detection.
Xi WangLaurence AitchisonPublished in: CoRR (2021)
Keyphrases
- false alarms
- detection algorithm
- data driven
- information systems
- statistical approaches
- detection scheme
- theoretical basis
- information theory
- automatic detection
- random variables
- change detection
- statistical models
- spatial distribution
- information theoretic
- detection method
- probability distribution
- face recognition
- data distribution
- real time
- theoretical framework
- false positives
- computational model
- statistical analysis
- confidence intervals
- detection accuracy
- hidden markov models
- uniformly distributed
- case study
- general theory
- formal theory