A Hybrid Approach for Probabilistic Inference using Random Projections.
Michael ZhuStefano ErmonPublished in: ICML (2015)
Keyphrases
- random projections
- probabilistic inference
- graphical models
- dimensionality reduction
- bayesian networks
- dimension reduction
- original data
- sparse representation
- image reconstruction
- message passing
- random sampling
- principal component analysis
- conditional probabilities
- hash functions
- low dimensional
- belief networks
- weighted model counting
- data sets
- document clustering
- high dimensionality
- text classification
- pattern recognition