Cédric Rommel, PhD

Machine Learning Researcher

2022

AI4SIP - Thematic quarters on AI for Signal and Image Processing • Orsay (Institut Pascal), July • Learning invariances in M/EEG data for more efficient deep learning based analysis.

ICLR 2022 - Internation Conference on Learning Representations • Remote, April • Class-wise Automatic Differentiable Data Augmentation for EEG signals.

Parietal Team seminar, Inria • Palaiseau, March • Deep invariant networks with differentiable augmentation layers.

Heudiasyc seminar, Univ. T. of Compiègne • Compiègne, February • Class-wise Automatic Differentiable Data Augmentation for EEG signals.

2021

Parietal Team seminar, Inria • Palaiseau, June • Class-wise Automatic Differentiable Data Augmentation for EEG signals.

2018

2nd Data Science Summer School, Ecole polytechnique • Palaiseau, June • Quantifying the Closeness to a Set of Random Curves via the Mean Marginal Likelihood.

PGMO Days • Palaiseau, November • Aircraft trajectory optimization under unknown dynamics.

23rd International Conference on Computational Statistics • Iasi, August • Quantifying the Closeness to a Set of Random Curves via the Mean Marginal Likelihood.

23rd International Symposium on Mathematical Programming • Bordeaux, July • Gaussian Mixture Penalization for Trajectory Optimization Problems.

2017

Junior Conference on Data Science and Engineering, Univ. Orsay • Orsay, September • Aircraft Dynamics Identification.

1st Data Science Summer School, Ecole polytechnique • Palaiseau, August • Aircraft Dynamics Identification.

PGMO Days, EDF Lab • Palaiseau, November • Multi-task Bolasso based aircraft dynamics identification.

CMAP 1st day Seminar • Palaiseau, October • Parametric estimator of civil aircraft dynamics.

5th European Conference for Aeronautics and Space Science • Milan, July • Aircraft dynamics identification for optimal control.

CMAP PhD Seminar • Palaiseau, June • Aircraft Dynamics Identification.

2016

Workshop Mathématiques, Oxygène du numérique, Institut Henri Poincarré • Paris, October • Exploration de données pour l’optimisation de trajectoires aériennes. - Best poster award

Workshop Transition Energetique, EDF lab • Palaiseau, October • Exploration de données aéronautiques au service de la consommation de carburant.