Probabilistic count matrix factorization for single cell expression data analysis.
Ghislain DurifLaurent ModoloJeff E. MoldSophie Lambert-LacroixFranck PicardPublished in: Bioinform. (2019)
Keyphrases
- matrix factorization
- data analysis
- collaborative filtering
- low rank
- recommender systems
- negative matrix factorization
- missing data
- data sparsity
- factor analysis
- nonnegative matrix factorization
- factorization methods
- stochastic gradient descent
- item recommendation
- variational bayesian
- data matrix
- implicit feedback
- data mining
- latent factors
- object recognition