Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation.
Shreyas HavaldarNavodita SharmaShubhi SareenKarthikeyan ShanmugamAravindan RaghuveerPublished in: CoRR (2023)
Keyphrases
- belief propagation
- learning process
- learning algorithm
- message passing
- supervised learning
- graphical models
- unsupervised learning
- markov random field
- prior knowledge
- graph cuts
- fixed point
- object recognition
- reinforcement learning
- image segmentation
- higher order
- model selection
- stereo matching
- computer vision
- machine learning