Research Internship in optimization, machine learning, and inverse problems
Inria · Lyon
Research instituteonsiteintern$10k
At a glance
Highlights
- Develop multilevel plug-and-play algorithms using flow-matching denoisers.
- Run numerical experiments on large-scale image restoration tasks.
- Study convergence properties alongside optimization and inverse problems experts.
Ideal candidate
Autonomous and analytically minded applied-math student curious about optimization, machine learning and image restoration, eager to prototype algorithms and explore theory with a collaborative team.
Requirements
- Strong background in applied mathematics, optimization and machine learning
- Good Python programming skills with PyTorch
- Knowledge of inverse problems is appreciated
- Autonomy, scientific curiosity, teamwork and analytical thinking
Lab profile
About Inria
French national research institute advancing digital sciences, computing, AI and applied mathematics.
What they build
- Digital sciences and computing research
- Artificial intelligence for microscopy and video analysis
- Quantum information theory
Known for
- Joint teams with Paris-Saclay University and Institut Polytechnique de Paris
- Embedded in Paris-Saclay science and technology cluster
- Rich R&D ecosystem with startups, industry and clusters
- International collaborations and multinational scientific staff
Key facts
- Founded in 1967
- Headquartered in France
- Nine research centres across France
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