Domain Generalization

FedLOE: Federated Domain Generalization via Locally Overfit Ensemble

A mixture-of-experts approach to federated domain generalization.

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Ruqi Bai
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models featured image

Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models

Theoretical characterization of domain counterfactuals for invertible latent causal models.

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Ruqi Bai
Benchmarking Algorithms for Federated Domain Generalization featured image

Benchmarking Algorithms for Federated Domain Generalization

A comprehensive benchmark for Federated Domain Generalization evaluating 13 methods across 7 datasets.

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Ruqi Bai