Alaa Saade
Alaa Saade
Senior Machine Learning Scientist at snips.ai
Verified email at snips.ai - Homepage
TitleCited byYear
Spectral Clustering of Graphs with the Bethe Hessian
A Saade, F Krzakala, L Zdeborová
Advances in Neural Information Processing Systems, 406-414, 2014
922014
On the density of shear transformations in amorphous solids
J Lin, A Saade, E Lerner, A Rosso, M Wyart
EPL (Europhysics Letters) 105 (2), 26003, 2014
682014
Spectral detection in the censored block model
A Saade, F Krzakala, M Lelarge, L Zdeborová
2015 IEEE International Symposium on Information Theory (ISIT), 1184-1188, 2015
392015
Random projections through multiple optical scattering: Approximating kernels at the speed of light
A Saade, F Caltagirone, I Carron, L Daudet, A Drémeau, S Gigan, ...
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
382016
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces
A Coucke, A Saade, A Ball, T Bluche, A Caulier, D Leroy, C Doumouro, ...
Privacy in Machine Learning and Artificial Intelligence (ICML’18 Workshop), 2018
352018
Spectral density of the non-backtracking operator on random graphs
A Saade, F Krzakala, L Zdeborová
EPL (Europhysics Letters) 107 (5), 50005, 2014
212014
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation
A Saade, F Krzakala, L Zdeborová
Advances in Neural Information Processing Systems, 1261-1269, 2015
152015
Clustering from sparse pairwise measurements
A Saade, M Lelarge, F Krzakala, L Zdeborová
2016 IEEE International Symposium on Information Theory (ISIT), 2016
112016
Fast randomized semi-supervised clustering
A Saade, F Krzakala, M Lelarge, L Zdeborová
Journal of Physics: Conference Series 1036 (1), 012015, 2018
62018
Spoken Language Understanding on the Edge
A Saade, A Coucke, A Caulier, J Dureau, A Ball, T Bluche, D Leroy, ...
arXiv preprint arXiv:1810.12735, 2018
32018
Computational Complexity, Phase Transitions, and Message-Passing for Community Detection
A Decelle, J Hüttel, A Saade, C Moore
Chapter of "Statistical Physics, Optimization, Inference, and Message …, 2014
32014
Deep Representation for Patient Visits from Electronic Health Records
JB Escudié, A Saade, A Coucke, M Lelarge
arXiv preprint arXiv:1803.09533, 2018
22018
Spectral bounds for the Ising ferromagnet on an arbitrary given graph
A Saade, F Krzakala, L Zdeborová
Journal of Statistical Mechanics: Theory and Experiment 2017 (5), 053403, 2017
22017
Spectral inference methods on sparse graphs: theory and applications
A Saade
arXiv preprint arXiv:1610.04337, 2016
12016
Publications list
P Carretta, A Lascialfari, A Rigamonti, A Rosso, A Varlamov, S Botti, ...
Phys. Rev. B 61, 12420, 2000
2000
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