Domain Adaptation with Target Information via Doubly-Anchored Distributionally Robust Optimization
stat.ML, cs.IT, cs.LG, math.IT, math.PR, math.ST, stat.TH
Submitted: 2026-09-26
Updated: 2026-09-26
Code: https://github.com/dakep/doubly-anchored-dro-for-da
Terminology
Sources
- Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure
- When is Importance Weighting Correction Needed for Covariate Shift Adaptation?
- Statistical Analysis of Conditional Group Distributionally Robust Optimization with Cross-Entropy Loss
- Double Debiased Covariate Shift Adaptation Robust to Density-Ratio Estimation
- Contextual Optimization under Covariate Shift: A Robust Approach by Intersecting Wasserstein Balls
- Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
- TILT: Target-induced loss tilting under covariate shift
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