Matthieu Jonckheere

Principal Researcher, CNRS

Joined

September 2022

Names

Matthieu Jonckheere (Preferred)

Emails

****@laas.fr (Confirmed)

Personal Links

Career & Education History

Principal Researcher

CNRS (cnrs.fr)

2021 – Present

Associate Professor

Universidad de Buenos Aires (uba.ar)

2014 – 2021

Researcher

Universidad de Buenos Aires (uba.ar)

2010 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

reinforcement learning

2020 – Present

distance learning

2018 – Present

robust statistics

2018 – Present

Publications

Robust Classification with Flexible Discriminant Analysis in Heterogeneous Data
Andrew Wang, Frederic Pascal, Matthieu Jonckheere
- 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Readers: Everyone
Policy Optimization via Adv2: Adversarial Learning on Advantage Functions
Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz
- Accepted by TMLR
- Readers: Everyone
Sample-efficient reinforcement learning for environments with rare high-reward states
Daniel G Mastropietro, Urtzi Ayesta, Matthieu Jonckheere
- EWRL17
- Readers: Everyone
Choosing the parameter of the Fermat distance: navigating geometry and noise
Frederic Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frederic Pascal, Facundo Fabián Sapienza
- Accepted by TMLR
- Readers: Everyone
Exact asymptotic characterisation of running time for approximate gradient descent on random graphs
Manuel Saenz, Matthieu Jonckheere
- 27 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Degree-Greedy Algorithms on Large Random Graphs
Manuel Saenz, Paola Bermolen, Matthieu Jonckheere, Federico Larroca
- 27 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Asymptotic optimality of degree-greedy discovering of independent sets in Configuration Model graphs
Manuel Saenz, Matthieu Jonckheere
- 27 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors