Postdoctoral Researcher in Reinforcement Learning and Bandits

About the PositionWe are seeking a highly motivated and skilled Postdoctoral Researcher to join our team at INRIA. The successful candidate will be part of a research project focused on understanding the impact of different types of constraints and structures on the performance and design of bandit and reinforcement learning algorithms.Key...

About INRIA and This Opportunity INRIA is a leading French research institute dedicated to advancing computer science and digital technologies. We are seeking a highly motivated PhD candidate to join our team and contribute to cutting-edge research in reinforcement learning (RL). Research Focus: Responsible AI through Robustness and Privacy in Reinforcement...

About the Role This postdoctoral position offers a unique opportunity to contribute to cutting-edge research at the intersection of machine learning and personalized medicine. Your Mission You will collaborate closely with two distinguished teams: Scool, specializing in theoretical machine learning, and the Inserm team, focused on practical applications in...

Job DescriptionContext and Key ResponsibilitiesIn the pursuit of a doctoral thesis, the selected candidate will be supported by the PEPR project FOUNDRY and supervised by experienced researchers. The candidate will be affiliated with a prestigious research institution.As reinforcement learning algorithms are increasingly deployed in real-world applications,...

Job DescriptionContext and Key ResponsibilitiesIn the pursuit of a doctoral thesis, the selected candidate will be supported by the PEPR project FOUNDRY and supervised by experienced researchers. The candidate will be affiliated with a prestigious research institution.As reinforcement learning algorithms are increasingly deployed in real-world applications,...

Context and Advantages of the Position The selected candidate will become part of a collaborative environment focused on innovative healthcare solutions. Assigned Mission The individual will engage closely with both the Scool team and the Inserm research group. The collaboration with Scool aims to conceptualize the problem as a contextual bandit...

Position Overview The selected candidate will become a vital part of the INRIA research environment. Assigned Responsibilities The individual will collaborate closely with both the Scool team and the Inserm team. With Scool, the focus will be on modeling the relevant issues, likely through the lens of contextual bandit problems, proposing innovative...

Context and Advantages of the Position The selected candidate will become a vital part of the Assigned Responsibilities The candidate will collaborate closely with both the Scool team and the Inserm team. In partnership with Scool, the objective is to conceptualize how the current challenge can be represented, likely as a contextual bandit problem,...

About the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA, focusing on privacy-preserving federated learning with applications in medical domains.Research ContextThe MAGNET team at INRIA is involved in several European projects, including TRUMPET, FLUTE, and REDEEM, which aim to research and prototype algorithms for...

About INRIA and the MAGNET Team INRIA is a leading French research institute dedicated to advancing computer science and digital technologies. The MAGNET team, based within INRIA, specializes in secure and privacy-preserving machine learning techniques. Project Context and Opportunities The increasing power of AI brings both exciting possibilities and...

About INRIA and This Opportunity INRIA is a leading French research institute dedicated to advancing computer science and digital technologies. We are seeking a highly motivated PhD student to join our MAGNET team, specializing in privacy-preserving machine learning. The Project: Advancing Secure AI for Oncology This PhD position is embedded within...

About INRIA and the FUN Research Group INRIA is a leading French research institute dedicated to advancing computer science and digital technologies. The FUN (Future Ubiquitous Networks) research group at INRIA investigates innovative solutions to enhance programmability, adaptability, and reachability of future networks composed of RFID, wireless sensor,...

Job DescriptionContext and Key ResponsibilitiesThis PhD researcher position will be supported by the project, focusing on developing innovative solutions for privacy-preserving federated learning in oncology applications. As a member of the MAGNET team at INRIA, you will collaborate with colleagues and project partners to advance the research and development...

Job DescriptionAbout the RoleWe are seeking a highly motivated PhD researcher to join our team at INRIA and contribute to the development of privacy-preserving federated learning algorithms for applications in oncology.Key ResponsibilitiesConduct research on privacy-preserving federated learning techniques and their applications in oncologyCollaborate with...

About INRIA and the MAGNET Team INRIA is a leading French research institute dedicated to advancing computer science and its applications. The MAGNET team, based in Lille, focuses on developing innovative solutions for privacy-preserving machine learning, particularly in the context of federated learning. The Role: Scientific Programmer We are seeking a...

About the RoleWe are seeking a highly skilled Private and Decentralized Machine Learning Engineer to join our team at Inria, a leading research institute in the field of digital sciences. The successful candidate will be responsible for developing and implementing private and decentralized machine learning solutions for medical applications.Key...

About the JobWe are seeking a highly motivated PhD researcher to join our team at INRIA, working on a National project, NEMIoT (NEtwork Methods for IoT). The successful candidate will be part of a research group investigating solutions to enhance programmability, adaptability, and reachability of Future Ubiquitous Networks (FUN) composed of RFID, wireless...

Contexte et atouts du posteL'intégrée rejoindra l'équipe de recherche de l'INRIA, où elle travaillera en étroite collaboration avec les équipes Scool et Inserm.Mission confiéeL'intégrée travaillera en étroite collaboration avec les équipes Scool et Inserm pour explorer comment le problème à l'étude peut être modélisé,...

About the PositionIn the context of the National project NEMIoT, we are seeking a highly motivated PhD researcher to contribute to the development of new methods to increase trust in IoT devices before and after their deployment on existing network infrastructures.Key ResponsibilitiesStudy the state of the art of anomaly/attack detection in IoT...

Job DescriptionAbout the RoleWe are seeking a highly skilled Scientific Programmer to join our team at INRIA, specializing in federated learning and privacy-preserving algorithms. This is an exciting opportunity to contribute to cutting-edge research and development in the field of oncology.Key ResponsibilitiesDesign and develop novel algorithms for...