SparTen: Leveraging Kokkos for On-node Parallelism in a Second-Order Method for Fitting Canonical Polyadic Tensor Models to Poisson Data.
Keita TeranishiDaniel M. DunlavyJeremy M. MyersRichard F. BarrettPublished in: HPEC (2020)
Keyphrases
- synthetic data
- statistical methods
- input data
- prior knowledge
- bayesian methods
- data sets
- test data
- experimental data
- data sources
- missing values
- high order
- probabilistic model
- noisy data
- tree structure
- data points
- missing data
- data structure
- statistical model
- parameter estimation
- pairwise
- fitting method
- historical data
- accurate models
- tensor field
- model fitting
- dimensional vector
- parametric models
- clustering method
- higher order
- model selection
- training data