Noisy and Incomplete Boolean Matrix Factorizationvia Expectation Maximization.
Lifan LiangSongjian LuPublished in: CoRR (2019)
Keyphrases
- expectation maximization
- em algorithm
- incomplete data
- noisy data
- missing data
- mixture model
- generative model
- maximum likelihood
- boolean functions
- maximum likelihood estimation
- probabilistic model
- low rank
- real valued
- image segmentation
- gaussian mixture
- computer vision
- positive definite
- singular value decomposition
- maximum a posteriori
- similarity matrix
- gaussian mixture model
- model based clustering
- high dimensional
- unsupervised learning
- boolean queries
- hopfield neural network
- database
- noisy measurements
- probability density function
- parameter estimation
- markov chain
- k means
- pairwise
- learning algorithm