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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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Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation


Jan 28, 2016
Alaa Saade, Florent Krzakala, Lenka Zdeborová

* Advances in Neural Information Processing Systems (NIPS 2015) 28, pages 1261--1269 
* NIPS Conference 2015 

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Random Projections through multiple optical scattering: Approximating kernels at the speed of light


Oct 25, 2015
Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Drémeau, Sylvain Gigan, Florent Krzakala

* Proceedings of the 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pages: 6215 - 6219 

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Spectral Detection in the Censored Block Model


Jun 10, 2015
Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová

* Information Theory (ISIT), 2015 IEEE International Symposium on , vol., no., pp.1184-1188, 14-19 June 2015 
* ISIT 2015 

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Spectral Clustering of Graphs with the Bethe Hessian


Sep 08, 2014
Alaa Saade, Florent Krzakala, Lenka Zdeborová

* Advances in Neural Information Processing Systems 27 (NIPS 2014) pp 406-414 
* 8 pages, 2 figures 

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