Guillaume Florent Doquet

According to our database, Guillaume Florent Doquet authored at least 6 papers between 2019 and 2026.

Collaborative distances:

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

2026

Subspace-Decomposed JEPAs: Disentangling Progression and Content in Latent World Models.

Lucas Thil, Jesse Read, Rim Kaddah, Guillaume Florent Doquet

CoRR, May, 2026

STEP: Learning STructured Embeddings for Progressive Time Series.

Lucas Thil, Jesse Read, Rim Kaddah, Guillaume Florent Doquet

CoRR, May, 2026

A Machine Learning Framework for Turbofan Health Estimation via Inverse Problem Formulation.

Milad Leyli-Abadi, Lucas Thil, Sébastien Razakarivony, Guillaume Florent Doquet, Jesse Read

CoRR, April, 2026

2025

Uncertainty Quantification as a Complementary Latent Health Indicator for Remaining Useful Life Prediction on Turbofan Engines.

Lucas Thil, Jesse Read, Rim Kaddah, Guillaume Florent Doquet

CoRR, July, 2025

I-GLIDE: Input Groups for Latent Health Indicators in Degradation Estimation.

Lucas Thil, Jesse Read, Rim Kaddah, Guillaume Florent Doquet

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

2019

Agnostic Feature Selection. (Sélection d'attributs agnostique).

Guillaume Florent Doquet

PhD thesis, 2019