activity
20202025
most citedNeural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics

11 citations · 33 across the 12 of their papers we have counts for

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2 papers · 1 filter

stat.ML2025

Novelty detection on path space

Ioannis Gasteratos, Antoine Jacquier, Maud Lemercier +2

We frame novelty detection on path space as a hypothesis testing problem with signature-based test statistics. Using transportation-cost inequalities of Gasteratos and Jacquier (20…

q-bio.GN2025

Path Signatures Enable Model-Free Mapping of RNA Modifications

Maud Lemercier, Paola Arrubarrena, Salvatore Di Giorgio +10

Detecting chemical modifications on RNA molecules remains a key challenge in epitranscriptomics. Traditional reverse transcription-based sequencing methods introduce enzyme- and se…