Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization

Xueyang Tang; Song Guo; Jingcai Guo; Jie Zhang; Yue Yu

2024 ICML ICML 2024

Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Xueyang Tang, Song Guo, Jingcai Guo, Jie Zhang, Yue Yu

Topics

Artificial Intelligence > Core AI > Causal Inference Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Representation Learning

Keywords

out-of-distribution generalization spurious correlation information-theoretic regularization personalized federated learning causal signature shortcut-averse

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