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Equivariant Covariance Tensors: Guaranteed SPD Uncertainty for Tensor-Valued Geometric Learning

arXiv cs.LG · 3d ago Cached

This paper introduces a framework for E3-equivariant uncertainty quantification in tensor-valued geometric learning, ensuring symmetric positive-definite covariances via matrix exponentiation and proposing a robust Log-Euclidean Equivariant Scoring Objective.

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