430 citations · 856 across the 28 of their papers we have counts for
Showing 2022 · stat.MLShow all
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stat.ML2022★ 3 cited
Adapting to Latent Subgroup Shifts via Concepts and Proxies
Ibrahim Alabdulmohsin, Nicole Chiou, Alexander D'Amour +7
We address the problem of unsupervised domain adaptation when the source domain differs from the target domain because of a shift in the distribution of a latent subgroup. When thi…
stat.ML2022★ 1 cited
Beyond Invariance: Test-Time Label-Shift Adaptation for Distributions with "Spurious" Correlations
Qingyao Sun, Kevin Murphy, Sayna Ebrahimi +1
Changes in the data distribution at test time can have deleterious effects on the performance of predictive models . We consider situations where there are additional meta-…