| A Fast and Accurate Face Detector Based on Neural Networks R Féraud, O Bernier, JE Viallet, M Collobert IEEE Trans. on Pattern Analysis and Machine Intelligence 23 (1), 42-53, 2001 | 592 | 2001 |
| A methodology to explain neural network classification R Féraud, F Clérot Neural networks 15 (2), 237-246, 2002 | 214 | 2002 |
| Generic Exploration and K-armed Voting Bandits T Urvoy, F Clérot, R Féraud, S Naamane ICML, 2013 | 114 | 2013 |
| Multi-armed Bandit Problem with Known Trend D Bouneffouf, R Feraud Neurocomputing, 2016 | 113 | 2016 |
| A neural networks committee for the contextual bandit problem R Allesiardo, R Féraud, D Bouneffouf Neural Information Processing: 21st International Conference, ICONIP 2014 …, 2014 | 113 | 2014 |
| Contextual bandit for active learning: Active thompson sampling D Bouneffouf, R Laroche, T Urvoy, R Féraud, R Allesiardo Neural Information Processing: 21st International Conference, ICONIP 2014 …, 2014 | 99 | 2014 |
| Context Attentive Bandits: Contextual Bandit with Restricted Context D Bouneffouf, I Rish, GA Cecchi, R Feraud IJCAI, 2017 | 97 | 2017 |
| The non-stationary stochastic multi-armed bandit problem R Allesiardo, R Féraud, OA Maillard International Journal of Data Science and Analytics 3, 267-283, 2017 | 93 | 2017 |
| A fast and accurate face detector for indexation of face images R Féraud, O Bernier, JE Viallet, M Collobert Automatic Face and Gesture Recognition, 2000. Proceedings. Fourth IEEE …, 2000 | 89 | 2000 |
| Listen: A system for locating and tracking individual speakers M Collobert, R Féraud, G Le Tourneur, O Bernier, JE Viallet, Y Mahieux, ... Automatic Face and Gesture Recognition, 1996., Proceedings of the Second …, 1996 | 72 | 1996 |
| Random Forest for the Contextual Bandit Problem R Féraud, R Allesiardo, T Urvoy, F Clérot AISTATS, 2016 | 70 | 2016 |
| Node-based optimization of LoRa transmissions with Multi-Armed Bandit algorithms R Kerkouche, R Alami, R Féraud, N Varsier, P Maillé ICT, 2018 | 50 | 2018 |
| EXP3 with Drift Detection for the Switching Bandit Problem R Allesiardo, R Féraud Conference: 2015 IEEE International Conference on Data Science and Advanced …, 2015 | 50 | 2015 |
| Reinforcement Learning Algorithm Selection R Laroche, R Feraud ICLR, 2018 | 48* | 2018 |
| MULTRAK: A system for automatic multiperson localization and tracking in real-time O Bernier, M Collobert, R Féraud, V Lemaire, JE Viallet, D Collobert Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference …, 1998 | 46 | 1998 |
| A constrained generative model applied to face detection R Féraud, O Bernier, D Collobert Neural Processing Letters 5 (2), 11-19, 1997 | 45* | 1997 |
| Contact personalization using a score understanding method V Lemaire, R Féraud, N Voisine 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 43 | 2008 |
| Reinforcement learning techniques for optimized channel hopping in IEEE 802.15. 4-TSCH networks H Dakdouk, E Tarazona, R Alami, R Féraud, GZ Papadopoulos, P Maillé Proceedings of the 21st ACM International Conference on Modeling, Analysis …, 2018 | 41 | 2018 |
| Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay R Alami, OA Maillard, R Féraud ICML, 2020 | 31 | 2020 |
| Decentralized exploration in multi-armed bandits R Féraud, R Alami, R Laroche International Conference on Machine Learning, 1901-1909, 2019 | 28 | 2019 |
Michel CollobertResearch ScientistVerified email at orange.com
