Emplois actuels liés à PhD Position F/M AI Model Audit and Validation - Palaiseau, Île-de-France - INRIA
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il y a 2 semaines
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PhD Position in AI Model Audit
il y a 4 semaines
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and ObjectivesThe goal of this PhD is to provide mathematical results and tools to guide auditing of complex AI systems. The work will focus on developing methods to estimate expected errors and bounds for black-box AI systems, as well as procedures to best audit these systems. The research will also consider bridging to decision...
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PhD Position in AI Model Audit
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Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and ObjectivesThe PhD student will work on the development of mathematical tools and methods for auditing and validating AI systems. The goal is to provide a comprehensive characterization of errors in probabilistic predictions and to enable answers as tight as possible at the individual level.EnvironmentThe PhD will take place at...
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Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and ObjectivesThe PhD student will work on the development of mathematical tools and methods for auditing and validating AI systems. The goal is to provide a comprehensive characterization of errors in probabilistic predictions and to enable answers as tight as possible at the individual level.EnvironmentThe PhD will take place at...
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Palaiseau, Île-de-France INRIA Temps pleinContext and ObjectivesThe PhD position at Inria Saclay, within the Soda team, focuses on developing mathematical tools for auditing complex AI systems. The goal is to provide a comprehensive characterization of errors in probabilistic predictions, enabling answers as tight as possible at the individual level. This involves statistical results on estimating...
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Palaiseau, Île-de-France INRIA Temps pleinBackground and MotivationThe increasing reliance on complex AI systems in various sectors has led to a growing demand for auditing these systems to ensure their safety and effectiveness. However, the probabilistic nature of modern AI presents a challenge in achieving certitude in individual cases. From an engineering standpoint, uncertainty quantification is...
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Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionPhD Position in Efficient Space and Garbage Collection for Functional Languages and Lambda CalculusInria Saclay-Île-de-France Research Centre is seeking a PhD candidate to work on a research project focused on efficient space consumption for functional programming languages and lambda calculus. The project aims to develop a theoretical study...
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Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionPhD Position in Efficient Space and Garbage Collection for Functional Languages and Lambda CalculiInria Saclay-Île-de-France Research Centre is seeking a PhD candidate to work on a research project focused on efficient space consumption for functional programming languages and lambda calculus. The project aims to develop a theoretical study...
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Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionPhD Position in Efficient Space and Garbage Collection for Functional Languages and Lambda CalculusInria Saclay-Île-de-France Research Centre is seeking a PhD candidate to work on a research project focused on efficient space consumption for functional programming languages and lambda calculus. The project aims to develop a theoretical study...
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PhD Position F/M AI Model Audit and Validation
Il y a 2 mois
Job Opportunity
Our company, INRIA, is seeking a highly skilled PhD candidate to join our research team. The successful candidate will work on developing mathematical tools for auditing complex AI systems, focusing on uncertainty quantification and error estimation at the individual level.
Main Responsibilities:
- Conduct in-depth research and study related literature to stay up-to-date with the latest advancements in AI auditing.
- Formulate and solve complex mathematical problems to develop innovative solutions.
- Implement algorithms and conduct experiments to validate the effectiveness of the developed tools.
- Collaborate with the research team to write and publish research papers in top-tier conferences and journals.
Requirements:
- Excellent proficiency in English, both written and spoken.
- Strong skills in Python, numpy, and scikit-learn programming languages.
- In-depth knowledge of mathematics, statistics, and machine learning concepts.
- A strong curiosity and analytical mindset, with the ability to think critically and outside the box.
Benefits:
- Subsidized meals and partial public transport cost reimbursement.
- Generous annual leave and additional days off to maintain a healthy work-life balance.
- Teleworking options to accommodate flexible work arrangements.
- Professional equipment provided to support research activities.
- Access to training programs to enhance skills and knowledge.
- Social security coverage for peace of mind.
Compensation:
Minimum salary: 2,100 € gross/month, providing a stable financial foundation for the successful candidate.
By joining our research team, the successful candidate will contribute to advancing research in AI auditing and making AI systems more reliable and transparent.
