Author

Josep Lladós

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#machine learning Preprint Sep 2026

Can Circuit Alignment Predict OOD Generalization?

Can out-of-distribution (OOD) generalization be predicted from a trained model's weights alone, without any target-domain data? Existing representational similarity metrics (CKA, SVCCA, RSA) compare activations rather than forecast generalization. We show they are provably insensitive to structural rerouting in the com...

Ayan Banerjee, Abhra Chaudhuri, Josep Lladós et al. · 0 citations