Mathematical Proofs for SPD Inner Products and Pseudo-Gyrodistances in Manifold Layers | HackerNoon
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from Hackernoon2 months ago
The binary operation ⊕g defined by Nguyen (2022b) is essential for understanding the mathematical framework within which our propositions operate, particularly in higher-order manifolds.
Hackernoonhttps://hackernoon.com/mathematical-proofs-for-spd-inner-products-and-pseudo-gyrodistances-in-manifold-layers
Using concepts from SPD inner products and affine-invariant metrics, our research demonstrates how the interpretation of fully connected (FC) layers on SPD manifolds evolves through pseudo-gyrodistances.
Hackernoonhttps://hackernoon.com/mathematical-proofs-for-spd-inner-products-and-pseudo-gyrodistances-in-manifold-layers
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#machine-learning #mathematics #spade #propositions #human-action-recognition
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