Learning model uncertainty as variance-minimizing instance weights.
Nishant JainKarthikeyan ShanmugamPradeep ShenoyPublished in: ICLR (2024)
Keyphrases
- prior knowledge
- learning process
- active learning
- neural nets
- probabilistic model
- theoretical framework
- knowledge acquisition
- learning models
- formal model
- computational model
- inference process
- probability distribution
- similarity measure
- mathematical model
- learning phase
- learning mechanism
- decision theoretic
- automatically learned
- learning scheme
- experimental data
- conditional random fields
- data sets
- management system
- machine learning