The authors prove partial-domain-adaptation bounds based on partial Wasserstein distances and derive source-sample weights from the optimal transport coupling.
Partial adversarial domain adaptation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport
The authors prove partial-domain-adaptation bounds based on partial Wasserstein distances and derive source-sample weights from the optimal transport coupling.