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Reference : UMR8023-FLOKRZ-004
Workplace : PARIS 05
Date of publication : Monday, July 20, 2020
Type of Contract : FTC Scientist
Contract Period : 12 months
Expected date of employment : 1 October 2020
Proportion of work : Full time
Remuneration : Between 2605€ and 3615€ months
Desired level of education : 5-year university degree
Experience required : Indifferent
Basic research in theoretical physics in Florent Krzakala's group at the ENS Paris.
This project aims to develop a better theoretical understanding of recent advances in machine learning and large-scale statistics which have had a considerable impact but which require more justified, if not rigorous, justifications. This objective will be pursued within the framework of this project by relying on the fruitful interaction between the statistical mechanics of disordered systems, discrete mathematics and computer science, which has produced a number of important results in the related fields of satisfaction of constraints and probabilistic inference.
Doctorate in physics, specialization in theoretical physics and statistical physics. Advanced research experience on the theory of statistical learning is required. We will conduct a dynamic research program as part of the project and we will therefore have to demonstrate both independence and teamwork attitude.
The project is developed with the collaboration of PRAIRIE
Constraints and risks
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