Scholar
Thibaut Germain
Google Scholar ID: VLKQed4AAAAJ
Ecole Polytechnique
Citations & Impact
Citations
38
H-index
4
i10-index
0
Publications
16
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- May 2025: Paper 'Time series representations with hard-coded invariances' accepted to ICML; April 2025: Survey paper 'Time Series Motif Discovery: A Comprehensive Evaluation' accepted to VLDB; September 2024: Paper 'Shape analysis for time series' accepted to NeurIPS.
Research Experience
- Since March 2025, postdoctoral researcher at CMAP, Polytechnique, France, working with Karim Lounici and Rémi Flamary on domain adaptation for stochastic dynamical systems; July 2024, visiting researcher at Sapiro Lab, Duke University, working on facial emotions recognition and analysis for therapeutic evaluation of eating disorders.
Education
- PhD student until 2024 at Centre Borelli, a research lab from ENS Paris-Saclay, supervised by Charles Truong and Laurent Oudre.
Background
- Research interests lie at the intersection of machine learning, geometry, and dynamical systems. Specifically, focuses on developing machine learning methods tailored to dynamical systems and time series, with an emphasis on interpretability, comparison, and transport of dynamic behaviors.
Miscellany
- Contact: thibaut.germain.pro [at] gmail.com
Co-authors