Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices.
Maryam FazelHaitham A. HindiStephen P. BoydPublished in: ACC (2003)
Keyphrases
- rank minimization
- euclidean distance
- frobenius norm
- low rank
- matrix completion
- manhattan distance
- affinity matrix
- singular value decomposition
- singular values
- missing data
- image space
- convex optimization
- linear combination
- matrix factorization
- distance measure
- euclidean space
- dimensionality reduction
- similarity measure
- graph laplacian
- distance metric
- feature vectors
- distance function
- eigendecomposition
- data points
- spectral clustering
- linear subspace
- kernel matrix
- collaborative filtering
- pairwise
- high order
- incomplete data
- graph matching
- neighborhood structure
- missing values