A single signature coefficient at any depth can be recovered as a linear combination of signature kernel evaluations, each a Goursat PDE solution, with parallel time O(L).
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Sparse Signature Coefficient Recovery via Kernels
A single signature coefficient at any depth can be recovered as a linear combination of signature kernel evaluations, each a Goursat PDE solution, with parallel time O(L).