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Frederic Pascal

2 accepted papers

2024

Random matrix theory improved Fréchet mean of symmetric positive definite matrices

ICML 2024poster

In this study, we consider the realm of covariance matrices in machine learning, particularly focusing on computing Fréchet means on the manifold of symmetric positive definite matrices, commonly referred to as Karcher or geometric means. Such means are leveraged in numerous machine learning tasks.…