most citedOn Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction

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stat.ML2026

End-to-End Identifiable and Consistent Recurrent Switching Dynamical Systems

Carles Balsells-Rodas, Zhengrui Xiang, Xavier Sumba +1

Learning identifiable representations in deep generative models remains a fundamental challenge, particularly for sequential data with regime-switching dynamics. Existing approache…