A Structured Prediction Approach for Missing Value Imputation.
Rahul KidambiVinod NairSundararajan SellamanickamS. Sathiya KeerthiPublished in: CoRR (2013)
Keyphrases
- structured prediction
- missing values
- data imputation
- maximum margin
- missing data
- conditional random fields
- incomplete data
- markov networks
- latent variables
- high dimensional data
- efficient learning
- approximate inference
- convex optimization
- imputation methods
- incomplete data sets
- high dimensional
- graphical models
- hidden markov models
- belief networks
- computer vision
- pairwise
- hyperplane
- belief propagation
- dimensionality reduction
- data analysis
- bayesian networks
- learning algorithm