Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis.
Ghislain DurifLaurent ModoloJeff E. MoldSophie Lambert-LacroixFranck PicardPublished in: RECOMB (2018)
Keyphrases
- matrix factorization
- data analysis
- collaborative filtering
- low rank
- missing data
- recommender systems
- factorization methods
- data sparsity
- negative matrix factorization
- variational bayesian
- nonnegative matrix factorization
- feature selection
- stochastic gradient descent
- factor analysis
- probabilistic model
- bayesian networks
- multiscale
- least squares
- latent factors
- machine learning
- personalized ranking
- probabilistic matrix factorization