PhD in Theory of Discrete Diffusion Models

inria; France; Híbrido; EUR 20.000 - 27.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Partial reimbursement of public travel

Teleworking possible

Flexible working hours

Social, cultural and sports events

Descripción de la vacante

Inria, the French national research institute for the digital sciences, invites applications for a PhD position under the ERC Starting Grant DYNASTY (Dynamics-Aware Theory of Deep Learning). The project investigates discrete diffusion models, their theoretical foundations, and the impact of neural network-based score estimation.

Travel to conferences may be required, with travel expenses covered. The role emphasizes theory, experiments, and publication of results in top venues.

Formación

• Proven ability to conduct theoretical research in machine learning.
• Experience in conducting experiments for empirical verification.
• Ability to write scientific articles and disseminate work in conferences/journals.
• Strong programming in Python and related DL libraries.

Responsabilidades

• Conduct theoretical research.
• Conduct experiments for empirical verification.
• Write scientific articles and disseminate the scientific work in appropriate venues.

Conocimientos

Python

Deep learning

Descripción del empleo

Inria, the French national research institute for the digital sciences, invites applications for a PhD position under the ERC Starting Grant DYNASTY (Dynamics-Aware Theory of Deep Learning). The project investigates discrete diffusion models, their theoretical foundations, and the impact of neural network-based score estimation.

Travel to conferences may be required, with travel expenses covered. The role emphasizes theory, experiments, and publication of results in top venues.