Bayesian Models for Structured Sparse Estimation via Set Cover Prior.
Xianghang LiuXinhua ZhangTibério S. CaetanoPublished in: ECML/PKDD (2) (2014)
Keyphrases
- computational complexity
- bayesian models
- set cover
- np hard
- bayesian model
- prior probabilities
- greedy algorithm
- approximation algorithms
- prior knowledge
- bayesian methods
- statistical models
- bayesian classifier
- network flow
- bayesian inference
- machine learning
- special case
- high dimensional
- parameter estimation
- solution space
- greedy heuristic
- neural network
- neural network model
- human cognition
- probabilistic model
- density estimation
- bayesian framework
- multi task learning
- prior information
- bayesian networks