Matthieu Martin

According to our database, Matthieu Martin authored at least 18 papers between 2011 and 2023.

Collaborative distances:

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

2023

Sequential Counterfactual Risk Minimization.

Houssam Zenati, Eustache Diemert, Matthieu Martin, Julien Mairal, Pierre Gaillard

Proceedings of the International Conference on Machine Learning, 2023

2022

Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance.

Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova

CoRR, 2022

Efficient Kernel UCB for Contextual Bandits.

Houssam Zenati, Alberto Bietti, Eustache Diemert, Julien Mairal, Matthieu Martin, Pierre Gaillard

CoRR, 2022

Nested Bandits.

Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier, Houssam Zenati

Proceedings of the International Conference on Machine Learning, 2022

Efficient Kernelized UCB for Contextual Bandits.

Houssam Zenati, Alberto Bietti, Eustache Diemert, Julien Mairal, Matthieu Martin, Pierre Gaillard

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features.

Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021

PDE-Constrained Optimal Control Problems with Uncertain Parameters using SAGA.

Matthieu Martin, Fabio Nobile

SIAM/ASA J. Uncertain. Quantification, 2021

Decoding ECoG signal into 3D hand translation using deep learning.

Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova

CoRR, 2021

Automatic segmentation and location learning of neonatal cerebral ventricles in 3D ultrasound data combining CNN and CPPN.

Matthieu Martin, Bruno Sciolla, Michaël Sdika, Philippe Quetin, Philippe Delachartre

Comput. Biol. Medicine, 2021

Individual Treatment Prescription Effect Estimation in a Low Compliance Setting.

Thibaud Rahier, Amélie Héliou, Matthieu Martin, Christophe Renaudin, Eustache Diemert

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

Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging.

Amélie Héliou, Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Individual Treatment Effect Estimation in a Low Compliance Setting.

Thibaud Rahier, Amélie Héliou, Matthieu Martin, Christophe Renaudin, Eustache Diemert

CoRR, 2020

Optimization Approaches for Counterfactual Risk Minimization with Continuous Actions.

Houssam Zenati, Alberto Bietti, Matthieu Martin, Eustache Diemert, Julien Mairal

CoRR, 2020

Online Non-Convex Optimization with Imperfect Feedback.

Amélie Héliou, Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography.

Pierre Erbacher, Carole Lartizien, Matthieu Martin, Pedro Foletto-Pimenta, Philippe Quetin, Philippe Delachartre

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2019

Reconstruction 3D de données échographiques du cerveau du prématuré et segmentation des ventricules cérébraux et thalami par apprentissage supervisé. (3D reconstruction of brain ultrasound data from premature infants and segmentation of cerebral ventricular system and thalami using supervised learning).

Matthieu Martin

PhD thesis, 2019

Sequential Emboli Detection From Ultrasound Outpatient Data.

Blaise Kévin Guépié, Matthieu Martin, Victor Lacrosaz, Marilys Almar, Benoit Guibert, Philippe Delachartre

IEEE J. Biomed. Health Informatics, 2019

2011

Text-based CAPTCHA strengths and weaknesses.

Elie Bursztein, Matthieu Martin, John C. Mitchell

Proceedings of the 18th ACM Conference on Computer and Communications Security, 2011