Guided Uncertainty-Aware Robust Domain Transfer
stat.ME, stat.ML
Submitted: 2026-09-28
Updated: 2026-09-28
Terminology
Sources
- Statistical Analysis of Conditional Group Distributionally Robust Optimization with Cross-Entropy Loss
- Distributionally Robust Classification for Multi-source Unsupervised Domain Adaptation
- Minimax Regret Learning for Data with Heterogeneous Subgroups
- Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization
- Hedging on the Frontier: Learning New Tasks with Few Samples
- On the sample complexity of semi-supervised multi-objective learning
- Guided Adversarial Robust Transfer Learning with Source Mixing
- Domain Adaptation Optimized for Robustness in Mixture Populations
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