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Environment-Robust Representation Learning with Empirical Bayes

A Bayesian model with cross-environment balancing learns environment-robust latent representations that improve prediction across unseen settings.

Yuli Slavutsky, Matthew Shen, Bohan Wu, David Blei

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 8 of 20 reviewers recommend it
lenient 5/5
medium 2/10
strict 1/5