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2025 ICML ICML 2025

Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Jayadev Naram, Fredrik Hellström, Ziming Wang, Rebecka Jörnsten, Giuseppe Durisi

Topics

Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Domain Adaptation Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

generalization bound domain alignment partial optimal transport partial wasserstein distance empirical source loss weights warmpot
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