| 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 | 916 | 2018 |
| Spectral Clustering of Graphs with the Bethe Hessian A Saade, F Krzakala, L Zdeborová Advances in Neural Information Processing Systems, 406-414, 2014 | 181 | 2014 |
| 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 | 161 | 2016 |
| On the density of shear transformations in amorphous solids J Lin, A Saade, E Lerner, A Rosso, M Wyart Europhysics Letters 105 (2), 26003, 2014 | 123 | 2014 |
| Counterfactual credit assignment in model-free reinforcement learning T Mesnard, T Weber, F Viola, S Thakoor, A Saade, A Harutyunyan, ... arXiv preprint arXiv:2011.09464, 2020 | 70 | 2020 |
| Byol-explore: Exploration by bootstrapped prediction Z Guo, S Thakoor, M Pîslar, B Avila Pires, F Altché, C Tallec, A Saade, ... Advances in neural information processing systems 35, 31855-31870, 2022 | 68 | 2022 |
| Spoken language understanding on the edge A Saade, J Dureau, D Leroy, F Caltagirone, A Coucke, A Ball, ... 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive …, 2019 | 64 | 2019 |
| 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 | 63 | 2015 |
| Geometric entropic exploration ZD Guo, MG Azar, A Saade, S Thakoor, B Piot, BA Pires, M Valko, ... arXiv preprint arXiv:2101.02055, 2021 | 40 | 2021 |
| Snips voice platform: An embedded spoken language understanding system for private-by-design voice interfaces. arXiv 2018 A Coucke, A Saade, A Ball, T Bluche, A Caulier, D Leroy, C Doumouro, ... arXiv preprint arXiv:1805.10190, 2018 | 28 | 2018 |
| Spectral density of the non-backtracking operator on random graphs A Saade, F Krzakala, L Zdeborová Europhysics Letters 107 (5), 50005, 2014 | 28 | 2014 |
| 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 | 22 | 2015 |
| Clustering from sparse pairwise measurements A Saade, M Lelarge, F Krzakala, L Zdeborová 2016 IEEE International Symposium on Information Theory (ISIT), 2016 | 18 | 2016 |
| Fast randomized semi-supervised clustering A Saade, F Krzakala, M Lelarge, L Zdeborová Journal of Physics: Conference Series 1036 (1), 012015, 2018 | 14 | 2018 |
| 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 | 8 | 2017 |
| Deep representation for patient visits from electronic health records JB Escudié, A Saade, A Coucke, M Lelarge arXiv preprint arXiv:1803.09533, 2018 | 7 | 2018 |
| Spectral inference methods on sparse graphs: theory and applications A Saade arXiv preprint arXiv:1610.04337, 2016 | 7 | 2016 |
| Digital-data mixing apparatus and digital-data processing system S Gigan, F Krzakala, L Daudet, I Carron, A Dremeau, A Saade US Patent 10,313,018, 2019 | 6 | 2019 |
| Quantile credit assignment T Mesnard, W Chen, A Saade, Y Tang, M Rowland, T Weber, C Lyle, ... International Conference on Machine Learning, 24517-24531, 2023 | 5 | 2023 |
| Unlocking the power of representations in long-term novelty-based exploration A Saade, S Kapturowski, D Calandriello, C Blundell, P Sprechmann, ... arXiv preprint arXiv:2305.01521, 2023 | 4 | 2023 |
Florent KrzakalaÉcole polytechnique fédérale de LausanneE-mail confirmado em epfl.ch