Alaa Saade

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

Credit Assignment

Top Venues

Publications

Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot
Unlocking the Power of Representations in Long-term Novelty-based Exploration. ICLR (2024)
Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot
Unlocking the Power of Representations in Long-term Novelty-based Exploration. CoRR (2023)
Thomas Mesnard, Wenqi Chen, Alaa Saade, Yunhao Tang, Mark Rowland, Theophane Weber, Clare Lyle, Audrunas Gruslys, Michal Valko, Will Dabney, Georg Ostrovski, Eric Moulines, Rémi Munos
Quantile Credit Assignment. ICML (2023)
Zhaohan Guo, Shantanu Thakoor, Miruna Pislar, Bernardo Ávila Pires, Florent Altché, Corentin Tallec, Alaa Saade, Daniele Calandriello, Jean-Bastien Grill, Yunhao Tang, Michal Valko, Rémi Munos, Mohammad Gheshlaghi Azar, Bilal Piot
BYOL-Explore: Exploration by Bootstrapped Prediction. NeurIPS (2022)
Zhaohan Daniel Guo, Shantanu Thakoor, Miruna Pislar, Bernardo Ávila Pires, Florent Altché, Corentin Tallec, Alaa Saade, Daniele Calandriello, Jean-Bastien Grill, Yunhao Tang, Michal Valko, Rémi Munos, Mohammad Gheshlaghi Azar, Bilal Piot
BYOL-Explore: Exploration by Bootstrapped Prediction. CoRR (2022)
Thomas Mesnard, Theophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Thomas S. Stepleton, Nicolas Heess, Arthur Guez, Eric Moulines, Marcus Hutter, Lars Buesing, Rémi Munos
Counterfactual Credit Assignment in Model-Free Reinforcement Learning. ICML (2021)
Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Alaa Saade, Shantanu Thakoor, Bilal Piot, Bernardo Ávila Pires, Michal Valko, Thomas Mesnard, Tor Lattimore, Rémi Munos
Geometric Entropic Exploration. CoRR (2021)
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
Counterfactual Credit Assignment in Model-Free Reinforcement Learning. CoRR (2020)
Alaa Saade, Joseph Dureau, David Leroy, Francesco Caltagirone, Alice Coucke, Adrien Ball, Clément Doumouro, Thibaut Lavril, Alexandre Caulier, Théodore Bluche, Thibault Gisselbrecht, Maël Primet
Spoken Language Understanding on the Edge. EMC2@NeurIPS (2019)
Jean-Baptiste Escudié, Alaa Saade, Alice Coucke, Marc Lelarge
Deep Representation for Patient Visits from Electronic Health Records. CoRR (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
Spoken Language Understanding on the Edge. CoRR (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
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces. CoRR (2018)
Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Clustering from sparse pairwise measurements. ISIT (2016)
Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová
Fast Randomized Semi-Supervised Clustering. CoRR (2016)
Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Clustering from Sparse Pairwise Measurements. CoRR (2016)
Alaa Saade
Spectral Inference Methods on Sparse Graphs: Theory and Applications. CoRR (2016)
Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Dremeau, Sylvain Gigan, Florent Krzakala
Random projections through multiple optical scattering: Approximating Kernels at the speed of light. ICASSP (2016)
Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Drémeau, Sylvain Gigan, Florent Krzakala
Random Projections through multiple optical scattering: Approximating kernels at the speed of light. CoRR (2015)
Alaa Saade, Florent Krzakala, Lenka Zdeborová
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation. CoRR (2015)
Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Spectral detection in the censored block model. ISIT (2015)
Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová
Spectral Detection in the Censored Block Model. CoRR (2015)
Alaa Saade, Florent Krzakala, Lenka Zdeborová
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation. NIPS (2015)
Alaa Saade, Florent Krzakala, Lenka Zdeborová
Spectral Clustering of Graphs with the Bethe Hessian. CoRR (2014)
Aurelien Decelle, Janina Hüttel, Alaa Saade, Cristopher Moore
Computational Complexity, Phase Transitions, and Message-Passing for Community Detection. CoRR (2014)
Alaa Saade, Florent Krzakala, Lenka Zdeborová
Spectral Clustering of graphs with the Bethe Hessian. NIPS (2014)
Alaa Saade, Florent Krzakala, Lenka Zdeborová
Spectral density of the non-backtracking operator. CoRR (2014)