Rank-One Matrix Pursuit for Matrix Completion.
Zheng WangMing-Jun LaiZhaosong LuWei FanHasan DavulcuJieping YePublished in: ICML (2014)
Keyphrases
- matrix completion
- singular values
- frobenius norm
- low rank
- nuclear norm
- rank aggregation
- low rank matrix approximation
- singular value decomposition
- rank minimization
- trace norm
- missing data
- convex optimization
- collaborative filtering
- low rank approximation
- matrix factorization
- norm minimization
- linear combination
- convex relaxation
- incomplete data
- missing values
- semi supervised
- stochastic gradient descent
- high order
- high dimensional data
- ranked list
- low rank matrix
- dimensionality reduction