Latent-Space Importance Weighting under Covariate Shift

arXiv:2610.15571 · stat.ML, cs.LG · Submitted 2026-10-11 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-10-11

Updated: 2026-10-11

Code: https://github.com/thuml/Transfer-Learning-Library

Terminology

• Covariate Shift — 1× in this paper · explained in 2 episodes

Sources

• Domain Adaptation Targeting Heterogeneous and Imbalanced Subgroups
• Deep Network Approximation Characterized by Number of Neurons
• Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features

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