Subspace-Informed Matrix Completion.
Hamideh Sadat Fazael ArdakaniSajad DaeiArash AminiMikael SkoglundGábor FodorPublished in: CoRR (2024)
Keyphrases
- matrix completion
- rank minimization
- low rank
- high dimensional data
- singular values
- subspace learning
- low dimensional
- missing data
- incomplete data
- dimensionality reduction
- rank aggregation
- principal component analysis
- convex optimization
- collaborative filtering
- semi supervised
- singular value decomposition
- high dimensional
- feature space
- affinity matrix
- protein interaction networks
- feature extraction
- convex relaxation
- matrix factorization
- principal components
- functional modules
- missing values
- stochastic gradient descent
- pairwise comparison
- linear combination
- input data
- data sets