Efficient and Differentiable Low-Rank Matrix Completion With Back Propagation.
Zhaoliang ChenJie YaoGuobao XiaoShiping WangPublished in: IEEE Trans. Multim. (2023)
Keyphrases
- matrix completion
- low rank
- back propagation
- rank minimization
- linear combination
- convex optimization
- artificial neural networks
- missing data
- singular value decomposition
- neural network
- matrix factorization
- low rank matrix
- semi supervised
- singular values
- kernel matrix
- high order
- high dimensional data
- trace norm
- learning algorithm
- norm minimization
- collaborative filtering
- convex relaxation
- data sets
- low rank matrices
- objective function
- incomplete data
- rank aggregation
- theoretical guarantees
- nuclear norm
- optical flow
- image processing
- missing values
- small number