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approximate equivariance

3 papers

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inductive bia (2) graph automorphism (1) neural network (1) graph neural network (1) equivariant network (1) traffic flow prediction (1) equivariant neural network (1) group equivariance (1) physical consistency (1) generalization bound (1)

Papers

Approximately Equivariant Graph Networks NeurIPS 2023 Approximation-Generalization Trade-offs under (Approximate) Group Equivariance NeurIPS 2023 Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ICML 2022