Marta Soare

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 21

Top Venues

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare
Multi-Agent Best Arm Identification with Private Communications. ICML (2023)
Radu Ciucanu, Pascal Lafourcade, Gael Marcadet, Marta Soare
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract). IJCAI (2023)
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) (2023)
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) (2023)
Sotirios Tzamaras, Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
FeReD: Federated Reinforcement Learning in the DBMS. CIKM (2022)
Gael Marcadet, Radu Ciucanu, Pascal Lafourcade, Marta Soare, Sihem Amer-Yahia
Samba: A System for Secure Federated Multi-Armed Bandits. ICDE (2022)
Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
Implementing Linear Bandits in Off-the-Shelf SQLite. EDBT (2022)
Radu Ciucanu, Pascal Lafourcade, Gael Marcadet, Marta Soare
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits. J. Artif. Intell. Res. 73 (2022)
Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia
DashBot: An ML-Guided Dashboard Generation System. CIKM (2021)
Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare
Secure Cumulative Reward Maximization in Linear Stochastic Bandits. ProvSec (2020)
Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare
Secure Outsourcing of Multi-Armed Bandits. TrustCom (2020)
Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare
Secure Best Arm Identification in Multi-armed Bandits. ISPEC (2019)
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) (2018)
Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski
Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression. IAL@PKDD/ECML (2017)
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 (2017)
Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski
Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction. Mach. Learn. 106 (9-10) (2017)
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)
Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski
Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction. CoRR (2016)
Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski
Regression with n→1 by Expert Knowledge Elicitation. ICMLA (2016)
Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski
Regression with n$\to$1 by Expert Knowledge Elicitation. CoRR (2016)
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 (2016)
Marta Soare, Alessandro Lazaric, Rémi Munos
Best-Arm Identification in Linear Bandits. NIPS (2014)
Marta Soare, Alessandro Lazaric, Rémi Munos
Best-Arm Identification in Linear Bandits. CoRR (2014)

Marta Soare.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marta Soare