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BYOL-Explore: Exploration by Bootstrapped Prediction


Jun 16, 2022
Zhaohan Daniel Guo, Shantanu Thakoor, Miruna Pîslar, Bernardo Avila Pires, Florent Altché, Corentin Tallec, Alaa Saade, Daniele Calandriello, Jean-Bastien Grill, Yunhao Tang, Michal Valko, Rémi Munos, Mohammad Gheshlaghi Azar, Bilal Piot


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Geometric Entropic Exploration


Jan 07, 2021
Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Alaa Saade, Shantanu Thakoor, Bilal Piot, Bernardo Avila Pires, Michal Valko, Thomas Mesnard, Tor Lattimore, RĂ©mi Munos


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Counterfactual Credit Assignment in Model-Free Reinforcement Learning


Nov 18, 2020
Thomas Mesnard, Théophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Tom Stepleton, Nicolas Heess, Arthur Guez, Marcus Hutter, Lars Buesing, Rémi Munos


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Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces


Nov 05, 2018
Alice Coucke, Alaa Saade, Adrien Ball, Théodore Bluche, Alexandre Caulier, David Leroy, Clément Doumouro, Thibault Gisselbrecht, Francesco Caltagirone, Thibaut Lavril, Maël Primet, Joseph Dureau


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Spoken Language Understanding on the Edge


Oct 30, 2018
Alaa Saade, Alice Coucke, Alexandre Caulier, Joseph Dureau, Adrien Ball, Théodore Bluche, David Leroy, Clément Doumouro, Thibault Gisselbrecht, Francesco Caltagirone, Thibaut Lavril, Maël Primet


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Deep Representation for Patient Visits from Electronic Health Records


Mar 26, 2018
Jean-Baptiste Escudié, Alaa Saade, Alice Coucke, Marc Lelarge


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Spectral Inference Methods on Sparse Graphs: Theory and Applications


Oct 14, 2016
Alaa Saade

* PhD dissertation 

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Fast Randomized Semi-Supervised Clustering


Oct 09, 2016
Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová

* Journal of Physics: Conf. Series 1036 (2018) 012015 

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Clustering from Sparse Pairwise Measurements


May 19, 2016
Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová

* Proceedings of the 2016 IEEE International Symposium on Information Theory (ISIT) Pages: 780 - 784 

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