Talks and presentations
2024
A Bandit Approach With Evolutionary Operators for Model Selection: Application to Neural Architecture Optimization for Image Classification
Conference, 15-19.09.2024
ENBIS-24, Leuven, Belgium.
Automated Deep Learning for load forecasting
Conference, 09.2024
AutoML2024, Jussieu, Paris.
Automated Spatio-Temporal Weather Modeling for Load Forecasting
Conference, 27-28.08.2024
INREC 2024, Essen.
A Bandit Approach With Evolutionary Operators for Model Selection: Application to Neural Architecture Optimization for Image Classification
Workshop, 25.08.2024
SIGKDD Workshop on Resource-Efficient Learning for Knowledge Discovery, SIGKK 2024, Barcelona.
Mutant-UCB: entre bandits et algorithme évolutionnaire, une approche pour la sélection de modèles
Conference, 25.05.2024
55es Journées de Statistique de la SFdS, Université de Bordeaux, Bordeaux.
Automated Deep Learning for load forecasting
Workshop, 16.05.2024
Workshop series on applied Machine Learning in Energy and Climate Science, online.
Slides
WindDragon: Enhancing wind power forecasting with Automated Deep Learning
Workshop, 11.05.2024
Tackling Climate Change with Machine Learning, ICLR 2024, Wien.
WindDragon: Enhancing wind power forecasting with Automated Deep Learning
Seminar, 13.02.2024
ARCHES Seminar, Inria Paris, Paris.
2023
Optimizing Deep Neural Networks Architectures and Hyperparemeters using bandits algorithms.
Seminar, 27.11.2023
SCOOL Seminar, Inria Nord Europe, Lille.
Short-term load forecasting using optimized Deep Neural Networks.
Workshop, 13.09.2023
ConfStochStatML, Wolfgang Pauli Institute, Wien.
Abstract | Slides
Algorithme de bandits pour l’optimisation des hyperparametres de réseaux de neurones.
Conference, 03.07.2023
54es Journées de Statistique de la SFdS, Unviersité libre de Bruxelles, Belgique.
Paper
2022
Evolving directed acyclic graphs for Automated Deep Learning: application to short-term load forecasting.
Conference, 29.11.2022
PGMO Days, EDF Lab Paris-Saclay.
Abstract
Deep Transformers Optimization for load forecasting.
Conference, 19.07.2022
OLA’2023, Syracuse.
Paper