Matthieu Martin

25 papers A* 6A 1Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Counterfactual Learning of Stochastic Policies with Continuous Actions. Trans. Mach. Learn. Res. Houssam Zenati, Alberto Bietti, Matthieu Martin, Eustache Diemert, Pierre Gaillard, Julien Mairal
2023	A*	`conf`	Sequential Counterfactual Risk Minimization. ICML Houssam Zenati, Eustache Diemert, Matthieu Martin, Julien Mairal, Pierre Gaillard
2023	J	`jnl`	Sequential Counterfactual Risk Minimization. CoRR Houssam Zenati, Eustache Diemert, Matthieu Martin, Julien Mairal, Pierre Gaillard
2022	—	`conf`	Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features. AI*IA Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2022	J	`jnl`	Deep learning for ECoG brain-computer interface: end-to-end vs. hand-crafted features. CoRR Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2022	J	`jnl`	Efficient Kernel UCB for Contextual Bandits. CoRR Houssam Zenati, Alberto Bietti, Eustache Diemert, Julien Mairal, Matthieu Martin, Pierre Gaillard
2022	A	`conf`	Efficient Kernelized UCB for Contextual Bandits. AISTATS Houssam Zenati, Alberto Bietti, Eustache Diemert, Julien Mairal, Matthieu Martin, Pierre Gaillard
2022	J	`jnl`	Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance. CoRR Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2022	A*	`conf`	Nested Bandits. ICML Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier, Houssam Zenati
2022	J	`jnl`	Nested bandits. CoRR Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier, Houssam Zenati
2021	J	`jnl`	Automatic segmentation and location learning of neonatal cerebral ventricles in 3D ultrasound data combining CNN and CPPN. Comput. Biol. Medicine Matthieu Martin, Bruno Sciolla, Michaël Sdika, Philippe Quetin, Philippe Delachartre
2021	J	`jnl`	Decoding ECoG signal into 3D hand translation using deep learning. CoRR Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2021	A*	`conf`	Individual Treatment Prescription Effect Estimation in a Low Compliance Setting. KDD Thibaud Rahier, Amélie Héliou, Matthieu Martin, Christophe Renaudin, Eustache Diemert
2021	J	`jnl`	PDE-Constrained Optimal Control Problems with Uncertain Parameters using SAGA. SIAM/ASA J. Uncertain. Quantification Matthieu Martin, Fabio Nobile
2021	A*	`conf`	Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging. ICML Amélie Héliou, Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier
2021	J	`jnl`	Zeroth-order non-convex learning via hierarchical dual averaging. CoRR Amélie Héliou, Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier
2020	J	`jnl`	Automatic Segmentation and Location Learning of Neonatal Cerebral Ventricles in 3D Ultrasound Data Combining CNN and CPPN. CoRR Matthieu Martin, Bruno Sciolla, Michaël Sdika, Philippe Quetin, Philippe Delachartre
2020	J	`jnl`	Individual Treatment Effect Estimation in a Low Compliance Setting. CoRR Thibaud Rahier, Amélie Héliou, Matthieu Martin, Christophe Renaudin, Eustache Diemert
2020	A*	`conf`	Online Non-Convex Optimization with Imperfect Feedback. NeurIPS Amélie Héliou, Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier
2020	J	`jnl`	Online non-convex optimization with imperfect feedback. CoRR Amélie Héliou, Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier
2020	J	`jnl`	Optimization Approaches for Counterfactual Risk Minimization with Continuous Actions. CoRR Houssam Zenati, Alberto Bietti, Matthieu Martin, Eustache Diemert, Julien Mairal
2020	—	`conf`	Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography. MIDL Pierre Erbacher, Carole Lartizien, Matthieu Martin, Pedro Foletto-Pimenta, Philippe Quetin, Philippe Delachartre
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
2019	J	`jnl`	Sequential Emboli Detection From Ultrasound Outpatient Data. IEEE J. Biomed. Health Informatics Blaise Kévin Guépié, Matthieu Martin, Victor Lacrosaz, Marilys Almar, Benoit Guibert, Philippe Delachartre
2011	A*	`conf`	Text-based CAPTCHA strengths and weaknesses. CCS Elie Bursztein, Matthieu Martin, John C. Mitchell