Plug-in Estimators for Conditional Expectations and Probabilities.
Steffen GrünewälderPublished in: AISTATS (2018)
Keyphrases
- conditional probabilities
- random field model
- class membership probabilities
- analytical expressions
- probability distribution
- probability theory
- graphical structure
- probabilistic logic programs
- gradient estimators
- occurrence probability
- variance estimator
- class membership
- joint probability
- possibility distributions
- asymptotic properties
- database
- rare events
- confidence intervals
- regression model
- probabilistic model
- case study
- real time