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
- 2 years engineering contract with PhD Caglayan Tuna.
Projects I am involved with
Contact Information
CREATIS lab,
Bâtiment Léonard de Vinci
21 Av. Jean Capelle O, 69100 Villeurbanne
mail:
jeremy(dot)cohen(at)cnrs(dot)fr