Low Rank Smoothed Sampling Methods for Identifying Impactful Pairwise Mutations.
Nicholas MajeskeFilip JagodzinskiBrian HutchinsonTanzima Z. IslamPublished in: BCB (2018)
Keyphrases
- low rank
- sampling methods
- pairwise
- semi supervised
- high order
- missing data
- convex optimization
- linear combination
- random sampling
- matrix factorization
- singular value decomposition
- high dimensional data
- class imbalance
- higher order
- sampling algorithm
- multi class
- original data
- markov random field
- labeled data
- similarity measure
- small number
- latent variables
- class labels
- image processing
- generative model
- maximum likelihood