Domain-aware coreset construction lets tabular foundation models predict flood depths with 0.7% of per-watershed data at R²=0.663 (98.5% of full supervised), with cross-watershed transfer.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Data-efficient flood depth prediction through domain-aware coreset selection and tabular foundation models
Domain-aware coreset construction lets tabular foundation models predict flood depths with 0.7% of per-watershed data at R²=0.663 (98.5% of full supervised), with cross-watershed transfer.