진학프로석·박사 채용 접수 플랫폼

We invite applications from highly motivated, independent, and creative postdoctoral researchers to work in machine learning theory within the ANR-funded MAPLE project, under the supervision of Dr. Bruno Loureiro and Dr. Raphael Berthier. Funding is available for one year, with the possibility of an yearly renewal.

Responsibilities

• • Conduct research on the mathematical foundations of deep learning.
• • Engage in the life of the CSD and the LPSM, including participating at the weekly seminars.
• • Present results internally and at international venues;

Qualifications

• • PhD in Applied Mathematics, Computer Science, or Theoretical Physics (at the time of appointment).
• • Background in machine learning theory or in one or more of: high-dimensional probability, random matrix theory, complex systems.
• • Strong communication and writing skills; ability to work both independently and as part of a team.

About the team

The DATA team develops foundational mathematical and algorithmic approaches for high-dimensional learning and generative modeling. Research interests span representation learning, statistical inference, privacy, and generative models with applications in physics, audio, vision, and neuroscience.
DATA is hosted at the interdisciplinary Centre de Sciences des Données (CSD) within the Department of Computer Science (DIENS). Team members are also actively involved in the PR[AI]RIE – Paris School of AI cluster. DATA is a joint research team between École Normale Supérieure and CNRS.

How to apply

Deadline: Applications will be considered until April 12, 2025.

Please e-mail Bruno Loureiro (bruno.loureiro@di.ens.fr) with the subject line “MAPLE Postdoc Application – Your Name” and include:

1. 1. One-page research statement describing your achievements and motivation in light of the project.
2. 2. Full academic CV.
3. 3. Contact information for two scientists who can provide references.

For more information, contact Bruno Loureiro (bruno.loureiro@di.ens.fr), Raphael Berthier (raphael.berthier@inria.fr) or visit: https://brloureiro.github.io/jobs/