Postdoctoral Researcher in Ensemble Machine Learning and Active Learning for Multi-Agent Models

Há 2 dias


Porto, Porto, Portugal Université Toulouse Capitole Tempo inteiro

About Université Toulouse Capitole

Université Toulouse Capitole is a leading institution in the field of computer science, with a strong focus on research and innovation. Our university aims to create a multidisciplinary and international research centre, develop local and international partnerships, promote pedagogical innovation, and enhance the attractiveness of the Toulouse University site.

Affiliation

The Institute for Research in Computer Science of Toulouse (IRIT) is one of the largest Joint Research Units (UMR 5505) in France, contributing significantly to research in Occitanie.

Job Description

We are seeking a highly skilled postdoctoral researcher to join our SMAC team as part of the ANR-JCJC MIMICO project. The successful candidate will have expertise in ensemble machine learning and active learning for the exploration and calibration of multi-agent models.

Main Responsibilities

  • Carry out research on ensemble machine learning and active learning for multi-agent models
  • Contribute to the development of new active learning strategies to improve the exploration and calibration of multi-agent models
  • Collaborate with the SMAC team to achieve project goals

Candidate Profile

To be considered for this position, you must have:

  • A PhD in Computer Science or Mathematics
  • Experience in machine learning (ensemble learning, active learning, surrogate models)
  • Knowledge of agent modelling and model calibration issues is desirable
  • Excellent communication and teamwork skills

Remuneration

The salary for this position is approximately €45,000 per annum, depending on qualifications and experience. We offer a competitive benefits package, including health insurance, retirement plan, and paid time off.

Working Conditions

This is a full-time, temporary position with an estimated duration of 3 years. The successful candidate will work on campus at Université Toulouse Capitole, with opportunities for collaboration with international researchers and teams.



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