Category: job offer

Internship on the analysis of tensor-based methods for machine learning

Internship on the analysis of tensor-based methods for machine learning

Posted on by henrique.goulart

We are looking for strongly motivated M2 students with a solid background on probability, statistics and optimization for a (5- or) 6-month internship in 2023, focused on the analysis of tensor decomposition methods for machine learning in the large-data regime. The student will be co-supervised by myself and Xiaoyi Mai, Assistant Professor at the University of Toulouse and member of the Institut de Mathématiques de Toulouse (IMT).

A detailed description can be found here.

Ph.D. position in statistical analysis / statistical signal processing

Ph.D. position in statistical analysis / statistical signal processing

Posted on by henrique.goulart

Together with Nicolas Dobigeon, we are looking for strongly motivated candidates with a solid background on statistics, linear algebra and optimization for a 3-year Ph.D. position on the subject “Simplex component analysis in the small-data regime for spectral imaging“. The student will be a member of the Signals & Communications team of IRIT, located at the ENSEEIHT site.

More details on this offer can be found at this link.

M2 Internship on random tensor models

M2 Internship on random tensor models

Posted on by henrique.goulart

We are offering a Master 2 Internship position at IRIT (Team SC) starting on Spring 2021. Here are some details about this offer:

  • The intern will work on the estimation of large-dimensional tensor models from noisy observations, an exciting subject which has received a lot of attention recently.
  • He or she will be supervised by myself at the ENSEEIHT site of IRIT, in remote collaboration with Romain Couillet and Pierre Comon, both from Gipsa-lab in Grenoble.
  • The internship duration shall be of 5 to 6 months.
  • It will be funded by the Artificial and Natural Intelligence Toulouse Institute (3IA ANITI, http://aniti.univ-toulouse.fr), as part of the AI Research Chair lead by N.~Dobigeon (thanks Nicolas!).

Please refer to this document for more details.

Update 25/01/2021 : We are no longer receiving applications, as this internship position has already been filled.