Emplois actuels liés à PhD Position in AI Model Audit - Palaiseau, Île-de-France - INRIA
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PhD Position in AI Model Audit
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PhD Position in AI Model Audit
il y a 1 mois
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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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: Exploring Uncertainty Quantification
il y a 2 semaines
Palaiseau, Île-de-France INRIA Temps pleinContext and ObjectivesThe PhD position at INRIA Saclay, within the Soda team, focuses on auditing complex AI systems. Our goal is to develop mathematical tools for evaluating the uncertainty of these systems, enabling more accurate decision-making. This research aims to bridge the gap between probabilistic AI models and the desired safety warrants, providing...
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Palaiseau, Île-de-France INRIA Temps pleinContext and Objectives We are seeking a highly motivated PhD candidate to join our team at INRIA Saclay, working on the development of mathematical tools for auditing complex AI systems. The goal of this project is to provide a comprehensive framework for evaluating the uncertainty of AI models, with a focus on decision theory and utility-based approaches....
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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 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 Researcher in Brain Function Modeling
il y a 1 mois
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and OpportunitiesWe are seeking a highly motivated PhD researcher to join our team at INRIA to work on building basic models of brain function using large-scale imaging resources. The successful candidate will contribute to the development of novel methods for brain network analysis and machine learning for neuroscience.Research...
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PhD Researcher in Brain Function Modeling
il y a 3 semaines
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionAs a PhD Researcher in Brain Function Modeling, you will be part of a team working on developing novel methods for modeling brain function using large-scale imaging resources. Your primary responsibility will be to build basic models of brain function, identifying core structures of brain networks that provide relevant primitives for fitting...
PhD Position in AI Model Audit
il y a 1 mois
Context and Objectives
The 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.
Environment
The PhD will take place at Inria Saclay, in the Soda team. The team is composed of 25 people with 4 PIs doing computational and statistical research, both fundamental and applied, to harness large databases on health and society.
Responsibilities
- Finding and reading related bibliographic material
- Formalizing the problem
- Deriving mathematical results and related algorithms
- Numerical implementation and experimentation
- Writing corresponding publications
Requirements
- Good written and spoken English proficiency
- Proficiency in Python, numpy, and scikit-learn
- Knowledge of mathematics, statistics, and computer-science fundamentals of machine learning
- Good statistical background, with machine learning knowledge
- Curious mindset
Benefits
- Subsidized meals
- Partial reimbursement of public transport costs
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
- Possibility of teleworking and flexible organization of working hours
- Professional equipment available (videoconferencing, loan of computer equipment, etc.)
- Social, cultural and sports events and activities
- Access to vocational training
- Social security coverage
Salary
Minimum remuneration: 2,100 € gross/month
