The paper presents BHT-l2r, a batch hierarchical Tucker decomposition, and HT-RISE, its incremental update, with error bounds and experiments showing improved compression and generalization on PDE and image datasets.
Inverse design of self-oscillatory gels through deep learning
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
math.NA 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
Incremental Hierarchical Tucker Decomposition
The paper presents BHT-l2r, a batch hierarchical Tucker decomposition, and HT-RISE, its incremental update, with error bounds and experiments showing improved compression and generalization on PDE and image datasets.