| Best-arm identification in linear bandits M Soare, A Lazaric, R Munos Neural Information Processing Systems, 2014 | 276 | 2014 |
| Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction P Daee, T Peltola, M Soare, S Kaski Machine Learning 106 (9), 1599-1620, 2017 | 50 | 2017 |
| Multi-task linear bandits M Soare, O Alsharif, A Lazaric, J Pineau NIPS2014 workshop on transfer and multi-task learning: theory meets practice, 2014 | 37 | 2014 |
| Interactive elicitation of knowledge on feature relevance improves predictions in small data sets L Micallef, I Sundin, P Marttinen, M Ammad-Ud-Din, T Peltola, M Soare, ... International Conference on Intelligent User Interfaces, 547-552, 2017 | 33* | 2017 |
| Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge I Sundin, T Peltola, L Micallef, H Afrabandpey, M Soare, ... Bioinformatics 34 (13), i395-i403, 2018 | 32* | 2018 |
| Sequential resource allocation in linear stochastic bandits M Soare Université Lille 1-Sciences et Technologies, 2015 | 31 | 2015 |
| Secure best arm identification in multi-armed bandits R Ciucanu, P Lafourcade, M Lombard-Platet, M Soare International Conference on Information Security Practice and Experience …, 2019 | 16 | 2019 |
| SAMBA: A generic framework for secure federated multi-armed bandits R Ciucanu, P Lafourcade, G Marcadet, M Soare Journal of Artificial Intelligence Research 73, 737-765, 2022 | 13 | 2022 |
| Secure cumulative reward maximization in linear stochastic bandits R Ciucanu, A Delabrouille, P Lafourcade, M Soare International Conference on Provable Security, 257-277, 2020 | 13 | 2020 |
| Dashbot: An ml-guided dashboard generation system S Da Col, R Ciucanu, M Soare, N Bouarour, S Amer-Yahia Proceedings of the 30th ACM International Conference on Information …, 2021 | 12 | 2021 |
| Regression with n→ 1 by expert knowledge elicitation M Soare, M Ammad-Ud-Din, S Kaski International Conference on Machine Learning and Applications, 734-739, 2016 | 10 | 2016 |
| Secure outsourcing of multi-armed bandits R Ciucanu, P Lafourcade, M Lombard-Platet, M Soare International Conference on Trust, Security and Privacy in Computing and …, 2020 | 9 | 2020 |
| Active learning in linear stochastic bandits M Soare, A Lazaric, R Munos Bayesian Optimization in Theory and Practice, 2013 | 9 | 2013 |
| Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits R Ciucanu, A Delabrouille, P Lafourcade, M Soare IEEE Transactions on Dependable and Secure Computing 20 (2), 1378-1389, 2022 | 7 | 2022 |
| Multi-Agent Best Arm Identification with Private Communications A Rio, M Barlier, I Colin, M Soare International Conference on Machine Learning, 2023 | 6 | 2023 |
| Implementing linear bandits in off-the-shelf SQLite R Ciucanu, M Soare, S Amer-Yahia EDBT 2022: International Conference on Extending Database Technology, Short …, 2022 | 4 | 2022 |
| FeReD: Federated Reinforcement Learning in the DBMS S Tzamaras, R Ciucanu, M Soare, S Amer-Yahia Proceedings of the 31st ACM International Conference on Information …, 2022 | 3 | 2022 |
| SAMBA: A System for Secure Federated Multi-Armed Bandits G Marcadet, R Ciucanu, P Lafourcade, M Soare, S Amer-Yahia 2022 IEEE 38th International Conference on Data Engineering (ICDE), 3154-3157, 2022 | 2 | 2022 |
| Producer-Fairness in Sequential Bundle Recommendation A Rio, M Soare, S Amer-Yahia arXiv preprint arXiv:2506.20329, 2025 | | 2025 |
| SAMBA: a generic framework for secure federated multi-armed bandits R Ciucanu, P Lafourcade, G Marcadet, M Soare Proceedings of the Thirty-Second International Joint Conference on …, 2023 | | 2023 |
Alessandro LazaricResearch Scientist, Facebook Artificial Intelligence ResearchVerified email at inria.fr
