Alaa Saade

According to our database, Alaa Saade authored at least 18 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Unlocking the Power of Representations in Long-term Novelty-based Exploration.

Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Quantile Credit Assignment.

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

Proceedings of the International Conference on Machine Learning, 2023

2022

BYOL-Explore: Exploration by Bootstrapped Prediction.

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Geometric Entropic Exploration.

Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Alaa Saade, Shantanu Thakoor, Bilal Piot, Bernardo Ávila Pires, Michal Valko, Thomas Mesnard, Tor Lattimore, Rémi Munos

CoRR, 2021

Counterfactual Credit Assignment in Model-Free Reinforcement Learning.

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

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Counterfactual Credit Assignment in Model-Free Reinforcement Learning.

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

CoRR, 2020

2019

Spoken Language Understanding on the Edge.

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

Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

2018

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

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

CoRR, 2018

Deep Representation for Patient Visits from Electronic Health Records.

Jean-Baptiste Escudié, Alaa Saade, Alice Coucke, Marc Lelarge

CoRR, 2018

2016

Fast Randomized Semi-Supervised Clustering.

Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová

CoRR, 2016

Spectral Inference Methods on Sparse Graphs: Theory and Applications.

Alaa Saade

CoRR, 2016

Clustering from sparse pairwise measurements.

Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová

Proceedings of the IEEE International Symposium on Information Theory, 2016

Random projections through multiple optical scattering: Approximating Kernels at the speed of light.

Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Dremeau, Sylvain Gigan, Florent Krzakala

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation.

Alaa Saade, Florent Krzakala, Lenka Zdeborová

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Spectral detection in the censored block model.

Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

Spectral density of the non-backtracking operator.

Alaa Saade, Florent Krzakala, Lenka Zdeborová

CoRR, 2014

Computational Complexity, Phase Transitions, and Message-Passing for Community Detection.

Aurélien Decelle, Janina Hüttel, Alaa Saade, Cristopher Moore

CoRR, 2014

Spectral Clustering of graphs with the Bethe Hessian.

Alaa Saade, Florent Krzakala, Lenka Zdeborová

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014