Low-Rank Tucker Approximation of a Tensor from Streaming Data.
Yiming SunYang GuoCharlene LuoJoel A. TroppMadeleine UdellPublished in: SIAM J. Math. Data Sci. (2020)
Keyphrases
- streaming data
- low rank
- tensor decomposition
- frobenius norm
- high order
- matrix factorization
- data streams
- tensor factorization
- trace norm
- concept drift
- low rank approximation
- low rank matrix
- missing data
- convex optimization
- linear combination
- matrix completion
- sliding window
- high dimensional data
- singular value decomposition
- data distribution
- semi supervised
- data representation
- anomaly detection
- auxiliary information
- rank minimization
- singular values
- higher order
- change detection
- collaborative filtering
- dimensionality reduction
- negative matrix factorization
- high dimensional
- recommender systems
- nearest neighbor
- decision trees