Matrix Approximation under Local Low-Rank Assumption
Joonseok LeeSeungyeon KimGuy LebanonYoram SingerPublished in: ICLR (Workshop Poster) (2013)
Keyphrases
- low rank
- low rank matrix
- low rank matrix approximation
- matrix completion
- missing data
- matrix factorization
- linear combination
- convex optimization
- singular value decomposition
- low rank approximation
- high dimensional data
- high order
- rank minimization
- kernel matrix
- semi supervised
- singular values
- dimensionality reduction
- eigendecomposition
- higher order
- data matrix
- collaborative filtering
- minimization problems
- knn
- data sets
- machine learning