Erwan Le Pennec

According to our database, Erwan Le Pennec authored at least 19 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Towards Minimax Optimality of Model-based Robust Reinforcement Learning.

Pierre Clavier, Erwan Le Pennec, Matthieu Geist

CoRR, 2023

Input uncertainty propagation through trained neural networks.

Paul Monchot, Loic Coquelin, Sébastien Julien Petit, Sébastien Marmin, Erwan Le Pennec, Nicolas Fischer

Proceedings of the International Conference on Machine Learning, 2023

2022

Robust Reinforcement Learning with Distributional Risk-averse formulation.

Pierre Clavier, Stéphanie Allassonnière, Erwan Le Pennec

CoRR, 2022

2021

Intelligent Questionnaires Using Approximate Dynamic Programming.

Frédéric Logé, Erwan Le Pennec, Habiboulaye Amadou Boubacar

i-com, 2021

Causal and Interpretable Rules for Time Series Analysis.

Amin Dhaou, Antoine Bertoncello, Sébastien Gourvénec, Josselin Garnier, Erwan Le Pennec

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning.

Frédéric Logé, Erwan Le Pennec, Habiboulaye Amadou Boubacar

CoRR, 2020

Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application.

Rémi Besson, Erwan Le Pennec, Emmanuel Spaggiari, Antoine Neuraz, Julien Stirnemann, Stéphanie Allassonnière

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2019

Learning from Both Experts and Data.

Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière

Entropy, 2019

Energy Management for Microgrids: a Reinforcement Learning Approach.

Tanguy Levent, Philippe Preux, Erwan Le Pennec, Jordi Badosa, Gonzague Henri, Yvan Bonnassieux

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

2018

A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task.

Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière, Julien Stirnemann, Emmanuel Spaggiari, Antoine Neuraz

CoRR, 2018

2013

Some (statistical) applications of Ockham's principle.

Erwan Le Pennec

, 2013

2011

Bandlet image estimation with model selection.

Charles Dossal, Erwan Le Pennec, Stéphane Mallat

Signal Process., 2011

2010

Thresholding methods to estimate copula density.

Florent Autin, Erwan Le Pennec, Karine Tribouley

J. Multivar. Anal., 2010

2009

NL-Means and aggregation procedures.

Joseph Salmon, Erwan Le Pennec

Proceedings of the International Conference on Image Processing, 2009

2005

Sparse geometric image representations with bandelets.

Erwan Le Pennec, Stéphane Mallat

IEEE Trans. Image Process., 2005

Bandelet Image Approximation and Compression.

Erwan Le Pennec, Stéphane Mallat

Multiscale Model. Simul., 2005

2003

Geometrical image compression with bandelets.

Erwan Le Pennec, Stéphane Mallat

Proceedings of the Visual Communications and Image Processing 2003, 2003

2001

Bandelet representations for image compression.

Erwan Le Pennec, Stéphane Mallat

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Image Compression with Geometrical Wavelets.

Erwan Le Pennec, Stéphane Mallat

Proceedings of the 2000 International Conference on Image Processing, 2000