Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise.
Vivek F. FariasAndrew A. LiTianyi PengPublished in: AISTATS (2022)
Keyphrases
- matrix completion
- low rank
- missing data
- rank minimization
- low rank matrix
- matrix factorization
- convex optimization
- linear combination
- low rank matrices
- singular value decomposition
- kernel matrix
- incomplete data
- norm minimization
- missing values
- singular values
- high order
- semi supervised
- trace norm
- nuclear norm
- minimization problems
- rank aggregation
- high dimensional data
- collaborative filtering
- learning algorithm
- protein interaction networks
- stochastic gradient descent
- image classification