Post-Doctoral Research Visit F/M Postdoctoral position on Theory of Reinforcement Learning and Bandits under structures and constraints

Postdoctoral Researcher PositionINRIA is seeking a highly motivated postdoctoral researcher to work on understanding the impact of different types of constraints and structures on the performance and design of bandit and reinforcement learning algorithms.Research ObjectivesThe postdoctoral researcher will investigate the fundamental question of reinforcement...

Research ContextThe selected candidate will be part of the research team at INRIA, working under the supervision of Debabrota. The objective of this postdoctoral position is to investigate the impact of different types of constraints and structures on the performance and design of bandit and reinforcement learning algorithms. This research aims to simulate...

Contexte et atouts du poste In his/her journey to the doctoral thesis, the candidate will be supported by PEPR project FOUNDRY, and supervised by . Debabrota and Emilie are affiliated with the  As RL algorithms are getting deployed in real-life the questions of responsible deployment, such as robustness to noise and perturbation to the feedback...

Context and OpportunitiesThe successful candidate will be part of a dynamic research team at INRIA, working on the intersection of machine learning and medicine.Mission and ObjectivesThe postdoctoral researcher will collaborate closely with both the Scool and Inserm teams to explore the application of contextual bandit problems to personalized patient...

Contexte et atouts du poste This post-doctoral position will be supported by the project. While this position will be in the MAGNET team in Lille, we will collaborate with the several European project partners. While AI techniques are becoming ever more powerful, there is a growing concern about potential risks and abuses. As a result, there has...

Context and advantages of the positionThe successful candidate will be supported by the PEPR project FOUNDRY and supervised by Debabrota and Emilie, affiliated with the INRIA. The project aims to study the impact of privacy in contextual bandits and MDPs, and to design optimal, computationally efficient algorithms.Main activitiesThe candidate will be...

Job ContextThe INRIA team is seeking a postdoctoral researcher to contribute to the development of privacy-preserving federated learning algorithms and their applications in medical domains.The successful candidate will work closely with the MAGNET team and European project partners to advance the field of privacy-preserving machine learning.Research...

Research Opportunity We are seeking a highly motivated postdoctoral researcher to join the MAGNET team at INRIA. The successful candidate will contribute to the development of privacy-preserving federated learning algorithms for medical applications.Context and ObjectivesThis postdoctoral position will be supported by the project, which aims to research and...

Contexte et atouts du poste The recruitee will join the Mission confiée The recruitee will work in close relation with both teams, Scool and the Inserm team. With Scool, the goal is to explore how the problem at hand can be modeled, most likely as a contextual bandit problem, propose algorithms, study their theoretical properties. With the...

Context and Advantages of the PositionThis postdoctoral position will be supported by the project, allowing for collaboration with several European project partners. The MAGNET team, involved in the TRUMPET, FLUTE, and REDEEM projects, seeks team members who can contribute to these projects in close collaboration with other team members and national &...

About the PositionWe are seeking a highly motivated Postdoctoral Researcher to join our team at Institut Mines-Télécom in the field of hybrid beamforming for 5G networks.About the ProjectThe successful candidate will work on investigating the state-of-the-art hybrid beamforming schemes for sub-THz communication. The project aims to design...

About the PositionThe Inria University of Lille centre, one of the main research and innovation hubs in the region, is seeking a postdoctoral researcher to work on a challenging project in the field of ecological and economic logistics service network design. This project aims to develop innovative solutions for the optimization of logistics networks, with a...

**Unit **:Centre for Digital Systems **Line Manager**: Sylvain Lecomte **Type of contract and duration **:Fixed term contract - 18 months **Workplace**: Villeneuve d’Ascq **CONTEXT**: Public establishment belonging to IMT (Institut Mines-Télécom), placed under the supervision of the Ministry of Economy, Finance and Industrial and Digital Sovereignty,...

Research Opportunity in Privacy-Preserving Federated LearningThis PhD student position will be supported by the project, allowing for close collaboration with national and international partners. The successful candidate will contribute to research and prototyping algorithms for secure, privacy-preserving federated learning in settings with potentially...

Contexte et atouts du poste This PhD student position will be supported by the project. While this position will be in the MAGNET team in Lille, we will collaborate with the several European project partners. While AI techniques are becoming ever more powerful, there is a growing concern about potential risks and abuses. As a result, there has been...

Research Position in Secure Machine LearningThis PhD student position is part of the MAGNET team at INRIA, focusing on research and development of privacy-preserving federated learning algorithms. The recruited PhD student will collaborate with colleagues in the MAGNET team and the project consortia to contribute to the TRUMPET, FLUTE, and REDEEM...

Researcher Position - Federated Learning in Oncology This researcher position will be supported by the project, with collaboration between the MAGNET team in Lille and European project partners. Research on privacy-preserving machine learning is gaining importance due to concerns about potential risks and abuses. Techniques such as differential privacy and...

Position DescriptionIMT Nord Europe is seeking a highly skilled researcher to join our team in the Centre for Digital Systems. The successful candidate will work on the development of hybrid beamforming schemes for sub-THz communication systems.ObjectivesThe objectives of this position are to investigate state-of-the-art hybrid beamforming schemes for...

**PhD in Resource allocation for energy sobriety in secure wireless communication systems impaired by nonlinearities**: - Réf **ABG-126120** - Sujet de Thèse- 04/10/2024- Contrat doctoral- IMT Nord Europe- Lieu de travail- Villeneuve d'Ascq - Les Hauts de France - France- Intitulé du sujet- PhD in Resource allocation for energy sobriety in secure...

Le descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Chercheur contractuel **Niveau d'expérience souhaité **:De 3 à 5 ans **A propos du centre ou de la direction fonctionnelle**: The Inria University of Lille centre, created in 2008, employs 360 people...