Projects which I lead

Nowadays, research is mostly funded by national and European agencies in the form of research projects. Here are the project in which I am/was leading.

ANR JCJC LoRAiA

Nov. 2020 - December 2025

Theme: Semi-supervised low-rank approximations

 

This ANR project aims at bridging the gap between supervised machine learning and unsupervised low-rank approximations understood as unsupervised learning.

What is funded

  • PhD thesis of Rémi Cornillet on OT and dictionary-based LRA.
  • Support for travel for students.
  • Vulgarisation project on NMF
  • Support for workshops on semi-supervised LRA (POPILS Day 2024, Peyresq school 2024)

Tensoptly

Dec. 2020 - Dec. 2022

Theme: Efficient optimisation algorithms for the Tensorly toolbox

 

This Inria AI project aims at bringing state-of-the-art algorithms to the tensor decomposition toolbox Tensorly in Python. See the project website for more info.

What is funded


Projects I am involved with

- ANR ULHYB, lead by Nicolas Ducros