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Marta Soare
Marta Soare
Univ. Orleans, on leave at Univ. Grenoble Alpes
Verified email at univ-grenoble-alpes.fr - Homepage
Title
Cited by
Cited by
Year
Best-arm identification in linear bandits
M Soare, A Lazaric, R Munos
Neural Information Processing Systems, 2014
1562014
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
332017
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
28*2017
Sequential resource allocation in linear stochastic bandits
M Soare
Université Lille 1-Sciences et Technologies, 2015
172015
Multi-task linear bandits
M Soare, O Alsharif, A Lazaric, J Pineau
NIPS2014 workshop on transfer and multi-task learning: theory meets practice, 2014
162014
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
15*2018
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
112019
Secure cumulative reward maximization in linear stochastic bandits
R Ciucanu, A Delabrouille, P Lafourcade, M Soare
International Conference on Provable Security, 257-277, 2020
82020
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
72016
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
62020
Active learning in linear stochastic bandits
M Soare, A Lazaric, R Munos
Bayesian Optimization in Theory and Practice, 2013
52013
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
22022
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
12022
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, 2022
12022
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
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
2022
Secure protocols for cumulative reward maximization in stochastic multi-armed bandits
R Ciucanu, P Lafourcade, M Lombard-Platet, M Soare
Journal of Computer Security, 1-27, 2022
2022
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
2021
Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression.
P Daee, T Peltola, M Soare, S Kaski
IAL@ PKDD/ECML, 64-66, 2017
2017
Interactive user intent modeling for eliciting priors of a normal linear model
I Sundin, L Micallef, P Marttinen, M Ammad-Ud-Din, T Peltola, M Soare, ...
Future of Interactive Learning Machines, 2016
2016
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Articles 1–20