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2020 – today
- 2023
[j5]Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare:
Secure protocols for cumulative reward maximization in stochastic multi-armed bandits. J. Comput. Secur. 31(1): 1-27 (2023)- [j4]Radu Ciucanu
, Anatole Delabrouille, Pascal Lafourcade, Marta Soare:
Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits. IEEE Trans. Dependable Secur. Comput. 20(2): 1378-1389 (2023) - [c13]Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare:
Multi-Agent Best Arm Identification with Private Communications. ICML 2023: 29082-29102 - [c12]Radu Ciucanu, Pascal Lafourcade, Gaël Marcadet, Marta Soare:
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract). IJCAI 2023: 6863-6867 - 2022
- [j3]Radu Ciucanu, Pascal Lafourcade, Gaël Marcadet, Marta Soare:
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits. J. Artif. Intell. Res. 73: 737-765 (2022) - [c11]Sotirios Tzamaras, Radu Ciucanu, Marta Soare, Sihem Amer-Yahia:
FeReD: Federated Reinforcement Learning in the DBMS. CIKM 2022: 4989-4993 - [c10]Radu Ciucanu, Marta Soare, Sihem Amer-Yahia:
Implementing Linear Bandits in Off-the-Shelf SQLite. EDBT 2022: 2:388-2:392 - [c9]Gaël Marcadet, Radu Ciucanu, Pascal Lafourcade, Marta Soare, Sihem Amer-Yahia:
Samba: A System for Secure Federated Multi-Armed Bandits. ICDE 2022: 3154-3157 - 2021
- [c8]Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia:
DashBot: An ML-Guided Dashboard Generation System. CIKM 2021: 4696-4700 - 2020
- [c7]Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare:
Secure Cumulative Reward Maximization in Linear Stochastic Bandits. ProvSec 2020: 257-277 - [c6]Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare:
Secure Outsourcing of Multi-Armed Bandits. TrustCom 2020: 202-209
2010 – 2019
- 2019
- [c5]Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare:
Secure Best Arm Identification in Multi-armed Bandits. ISPEC 2019: 152-171 - 2018
- [j2]Iiris Sundin, Tomi Peltola, Luana Micallef, Homayun Afrabandpey, Marta Soare, Muntasir Mamun Majumder, Pedram Daee, Chen He, Baris Serim, Aki S. Havulinna, Caroline Heckman, Giulio Jacucci, Pekka Marttinen, Samuel Kaski:
Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. Bioinform. 34(13): i395-i403 (2018) - 2017
- [j1]Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski:
Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction. Mach. Learn. 106(9-10): 1599-1620 (2017) - [c4]Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski:
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. IUI 2017: 547-552 - [c3]Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski:
Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression. IAL@PKDD/ECML 2017: 64-66 - [i5]Iiris Sundin, Tomi Peltola, Muntasir Mamun Majumder, Pedram Daee, Marta Soare, Homayun Afrabandpey, Caroline Heckman, Samuel Kaski, Pekka Marttinen:
Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation. CoRR abs/1705.03290 (2017) - 2016
- [c2]Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski:
Regression with n→1 by Expert Knowledge Elicitation. ICMLA 2016: 734-739 - [i4]Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski:
Regression with n$\to$1 by Expert Knowledge Elicitation. CoRR abs/1605.06477 (2016) - [i3]Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski:
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. CoRR abs/1612.02487 (2016) - [i2]Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski:
Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction. CoRR abs/1612.03328 (2016) - 2015
- [b1]Marta Soare:
Sequential Resource Allocation in Linear Stochastic Bandits . (Allocation séquentielle de ressources dans le modèle de bandit linéaire). Lille University of Science and Technology, France, 2015 - 2014
- [c1]Marta Soare, Alessandro Lazaric, Rémi Munos:
Best-Arm Identification in Linear Bandits. NIPS 2014: 828-836 - [i1]Marta Soare, Alessandro Lazaric, Rémi Munos:
Best-Arm Identification in Linear Bandits. CoRR abs/1409.6110 (2014)
Coauthor Index
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