Erwan Le Pennec

27 papers A* 4A 1B 3C 1Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DeepCTG® 2.0: Development and validation of a deep learning model to detect neonatal acidemia from cardiotocography during labor. Comput. Biol. Medicine Imane Ben M'Barek, Grégoire Jauvion, Jade Merrer, Martin Koskas, Olivier Sibony, Pierre-François Ceccaldi, Erwan Le Pennec, Julien Stirnemann
2025	J	`jnl`	Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework. J. Math. Imaging Vis. Fleur Gaudfernau, Eléonore Blondiaux, Stéphanie Allassonnière, Erwan Le Pennec
2024	J	`jnl`	Bootstrapping Expectiles in Reinforcement Learning. CoRR Pierre Clavier, Emmanuel Rachelson, Erwan Le Pennec, Matthieu Geist
2024	A*	`conf`	Near-Optimal Distributionally Robust Reinforcement Learning with General $L_p$ Norms. NeurIPS Pierre Clavier, Laixi Shi, Erwan Le Pennec, Eric Mazumdar, Adam Wierman, Matthieu Geist
2024	A*	`conf`	Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming. ICAPS Orso Forghieri, Hind Castel, Emmanuel Hyon, Erwan Le Pennec
2024	A	`conf`	Towards Minimax Optimality of Model-based Robust Reinforcement Learning. UAI Pierre Clavier, Erwan Le Pennec, Matthieu Geist
2023	B	`conf`	A multiscale algorithm for computing realistic image transformations: application to the modelling of fetal brain growth. Image Processing Fleur Gaudfernau, Stéphanie Allassonière, Erwan Le Pennec
2023	A*	`conf`	Input uncertainty propagation through trained neural networks. ICML Paul Monchot, Loic Coquelin, Sébastien Julien Petit, Sébastien Marmin, Erwan Le Pennec, Nicolas Fischer
2023	J	`jnl`	Towards Minimax Optimality of Model-based Robust Reinforcement Learning. CoRR Pierre Clavier, Erwan Le Pennec, Matthieu Geist
2022	J	`jnl`	Robust Reinforcement Learning with Distributional Risk-averse formulation. CoRR Pierre Clavier, Stéphanie Allassonnière, Erwan Le Pennec
2021	A*	`conf`	Causal and Interpretable Rules for Time Series Analysis. KDD Amin Dhaou, Antoine Bertoncello, Sébastien Gourvénec, Josselin Garnier, Erwan Le Pennec
2021	J	`jnl`	Intelligent Questionnaires Using Approximate Dynamic Programming. i-com Frédéric Logé, Erwan Le Pennec, Habiboulaye Amadou Boubacar
2020	J	`jnl`	Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning. CoRR Frédéric Logé, Erwan Le Pennec, Habiboulaye Amadou Boubacar
2020	—	`conf`	Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application. ICAART (2) Rémi Besson, Erwan Le Pennec, Emmanuel Spaggiari, Antoine Neuraz, Julien Stirnemann, Stéphanie Allassonnière
2019	—	`conf`	Energy Management for Microgrids: a Reinforcement Learning Approach. ISGT Europe Tanguy Levent, Philippe Preux, Erwan Le Pennec, Jordi Badosa, Gonzague Henri, Yvan Bonnassieux
2019	J	`jnl`	Learning from Both Experts and Data. Entropy Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière
2019	J	`jnl`	Learning from both experts and data. CoRR Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière
2018	J	`jnl`	A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task. CoRR Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière, Julien Stirnemann, Emmanuel Spaggiari, Antoine Neuraz
2013	—	`book`	Some (statistical) applications of Ockham's principle. Erwan Le Pennec
2011	J	`jnl`	Bandlet image estimation with model selection. Signal Process. Charles Dossal, Erwan Le Pennec, Stéphane Mallat
2010	J	`jnl`	Thresholding methods to estimate copula density. J. Multivar. Anal. Florent Autin, Erwan Le Pennec, Karine Tribouley
2009	B	`conf`	NL-Means and aggregation procedures. ICIP Joseph Salmon, Erwan Le Pennec
2005	J	`jnl`	Bandelet Image Approximation and Compression. Multiscale Model. Simul. Erwan Le Pennec, Stéphane Mallat
2005	J	`jnl`	Sparse geometric image representations with bandelets. IEEE Trans. Image Process. Erwan Le Pennec, Stéphane Mallat
2003	C	`conf`	Geometrical image compression with bandelets. VCIP Erwan Le Pennec, Stéphane Mallat
2001	—	`conf`	Bandelet representations for image compression. ICIP (1) Erwan Le Pennec, Stéphane Mallat
2000	B	`conf`	Image Compression with Geometrical Wavelets. ICIP Erwan Le Pennec, Stéphane Mallat