Marta Soare

According to our database, Marta Soare authored at least 21 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits.

Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare

IEEE Trans. Dependable Secur. Comput., 2023

Secure protocols for cumulative reward maximization in stochastic multi-armed bandits.

Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare

J. Comput. Secur., 2023

SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract).

Radu Ciucanu, Pascal Lafourcade, Gaël Marcadet, Marta Soare

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Multi-Agent Best Arm Identification with Private Communications.

Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare

Proceedings of the International Conference on Machine Learning, 2023

2022

SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits.

Radu Ciucanu, Pascal Lafourcade, Gaël Marcadet, Marta Soare

J. Artif. Intell. Res., 2022

Samba: A System for Secure Federated Multi-Armed Bandits.

Gaël Marcadet, Radu Ciucanu, Pascal Lafourcade, Marta Soare, Sihem Amer-Yahia

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Implementing Linear Bandits in Off-the-Shelf SQLite.

Radu Ciucanu, Marta Soare, Sihem Amer-Yahia

Proceedings of the 25th International Conference on Extending Database Technology, 2022

FeReD: Federated Reinforcement Learning in the DBMS.

Sotirios Tzamaras, Radu Ciucanu, Marta Soare, Sihem Amer-Yahia

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

DashBot: An ML-Guided Dashboard Generation System.

Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Secure Outsourcing of Multi-Armed Bandits.

Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare

Proceedings of the 19th IEEE International Conference on Trust, 2020

Secure Cumulative Reward Maximization in Linear Stochastic Bandits.

Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare

Proceedings of the Provable and Practical Security - 14th International Conference, ProvSec 2020, Singapore, November 29, 2020

2019

Secure Best Arm Identification in Multi-armed Bandits.

Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare

Proceedings of the Information Security Practice and Experience, 2019

2018

Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge.

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

Bioinform., 2018

2017

Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction.

Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski

Mach. Learn., 2017

Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation.

Iiris Sundin, Tomi Peltola, Muntasir Mamun Majumder, Pedram Daee, Marta Soare, Homayun Afrabandpey, Caroline Heckman, Samuel Kaski, Pekka Marttinen

CoRR, 2017

Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression.

Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski

Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets.

Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

2016

Regression with n$\to$1 by Expert Knowledge Elicitation.

Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski

CoRR, 2016

Regression with n→1 by Expert Knowledge Elicitation.

Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Sequential Resource Allocation in Linear Stochastic Bandits . (Allocation séquentielle de ressources dans le modèle de bandit linéaire).

Marta Soare

PhD thesis, 2015

2014

Best-Arm Identification in Linear Bandits.

Marta Soare, Alessandro Lazaric, Rémi Munos

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014