11 citations · 33 across the 12 of their papers we have counts for
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cs.LG2024★ 2 cited
Log-PDE Methods for Rough Signature Kernels
Maud Lemercier, Terry Lyons, Cristopher Salvi
Signature kernels, inner products of path signatures, underpin several machine learning algorithms for multivariate time series analysis. For bounded variation paths, signature ker…
astro-ph.IM2024★ 1 cited
Novelty Detection on Radio Astronomy Data using Signatures
Paola Arrubarrena, Maud Lemercier, Bojan Nikolic +2
We introduce SigNova, a new semi-supervised framework for detecting anomalies in streamed data. While our initial examples focus on detecting radio-frequency interference (RFI) in…