"importance weighting" Papers

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Importance Weighting Can Help Large Language Models Self-Improve

Chunyang Jiang, Chi-Min Chan, Wei Xue et al.

AAAI 2025paperarXiv:2408.09849
11
citations

Optimizing importance weighting in the presence of sub-population shifts

Floris Holstege, Bram Wouters, Noud Giersbergen et al.

ICLR 2025arXiv:2410.14315
2
citations

Wasserstein-Regularized Conformal Prediction under General Distribution Shift

Rui Xu, Chao Chen, Yue Sun et al.

ICLR 2025arXiv:2501.13430
5
citations

IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation

Taejong Joo, Diego Klabjan

ICML 2024arXiv:2310.10611
1
citations

Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness

Samir Khan, Martin Saveski, Johan Ugander

ICML 2024