Postdoc in Math of ML: Geometry, Generative Models

Ecole Normale Supérieure; France; On-site; EUR 36,000 - 48,000; Full time

Job summary

Ecole Normale Supérieure in France invites applications for an 18-month, full-time postdoctoral position in the mathematical and statistical foundations of machine learning, working with the candidate and the PERSNET project.

The role focuses on rigorous theoretical analysis, development of publications, and participation in seminars and team activities, with opportunities to explore directions such as neural networks analysis, transformers, and diffusion models.

Qualifications

• PhD or equivalent required.
• Strong background in probability, statistics, and mathematical ML.
• Ability to communicate research effectively in English.

Responsibilities

• Conduct original research in mathematical and statistical foundations of ML.
• Prepare scientific publications and present results at seminars and conferences.
• Participate in the scientific activities of the host team and the PERSNET project.

Skills

Strong mathematical background

Rigorous argumentation

English communication

Education

PhD or equivalent

Job description

Ecole Normale Supérieure in France invites applications for an 18-month, full-time postdoctoral position in the mathematical and statistical foundations of machine learning, working with the candidate and the PERSNET project.

The role focuses on rigorous theoretical analysis, development of publications, and participation in seminars and team activities, with opportunities to explore directions such as neural networks analysis, transformers, and diffusion models.