Rémi Vaucher

According to our database, Rémi Vaucher authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Risk Estimation in Oncology.

Paul Minchella, Loïc Verlingue, Stéphane Chrétien, Rémi Vaucher, Guillaume Metzler

CoRR, July, 2025

Detecting malignant dynamics on very few blood sample using signature coefficients.

Rémi Vaucher, Stéphane Chrétien

CoRR, June, 2025

SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology.

Paul Minchella, Loïc Verlingue, Stéphane Chrétien, Rémi Vaucher, Guillaume Metzler

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

Hypergraphs on High Dimensional Time Series Sets Using Signature Transform.

Rémi Vaucher, Paul Minchella

Proceedings of the Geometric Science of Information - 7th International Conference, 2025

Lie-Adaptive Inversion of Signature via Pfeffer-Seigal-Sturmfels Algorithm.

Rémi Vaucher

Proceedings of the Geometric Science of Information - 7th International Conference, 2025

2024

Time topological analysis of EEG using signature theory.

Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon, Rémi Vaucher

CoRR, 2024

2023

Leveraging the Power of Signatures for the Construction of Topological Complexes for the Analysis of Multivariate Complex Dynamics.

Stéphane Chrétien, Ben Gao, Astrid Thébault Guiochon, Rémi Vaucher

Proceedings of the Complex Networks & Their Applications XII, 2023

2021

Signature Estimation and Signal Recovery Using Median of Means.

Stéphane Chrétien, Rémi Vaucher

Proceedings of the Geometric Science of Information - 6th International Conference, 2021