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SCORE: Spectral Correlation Estimation for Multivariate Gaussians

Bülte, Christopher et al.
arXiv (All) · Papers
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machine-learning
Neural network-based predictive modeling with high-dimensional structured Gaussian targets requires an efficient and numerically stable, yet expressive approximation of the covariance matrix. We propose SCORE: a scalable framework, combining scoring rule training with an expressive covariance approx
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