Marta Soare

发表

Best-Arm Identification in Linear Bandits

Alessandro Lazaric, Rémi Munos, Marta Soare, 2014, NIPS.

Multi-task Linear Bandits

Marta Soare, 2014 .

Best-Arm Identification in Linear Bandits

R. Munos, A. Lazaric, Marta Soare, 2014, NIPS.

Interactive user intent modeling for eliciting priors of a normal linear model

Samuel Kaski, Giulio Jacucci, Tomi Peltola, 2016 .

Sequential Resource Allocation in Linear Stochastic Bandits

Marta Soare, Marta Soare, 2015 .

FeReD: Federated Reinforcement Learning in the DBMS

Marta Soare, S. Amer-Yahia, Radu Ciucanu, 2022, International Conference on Information and Knowledge Management.

Implementing Linear Bandits in Off-the-Shelf SQLite

Marta Soare, S. Amer-Yahia, Radu Ciucanu, 2022, EDBT.

Regression with n→1 by Expert Knowledge Elicitation

Samuel Kaski, Muhammad Ammad-ud-din, Marta Soare, 2016, 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA).

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

Samuel Kaski, Chen He, Giulio Jacucci, 2017, Bioinform..

Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction

Samuel Kaski, Pedram Daee, Tomi Peltola, 2016, Machine Learning.

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

Samuel Kaski, Giulio Jacucci, Tomi Peltola, 2016, IUI.

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

Marta Soare, Radu Ciucanu, P. Lafourcade, 2023, IEEE Transactions on Dependable and Secure Computing.

Secure Outsourcing of Multi-Armed Bandits

Pascal Lafourcade, Radu Ciucanu, Marta Soare, 2020, 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom).

Secure Best Arm Identification in Multi-armed Bandits

Pascal Lafourcade, Radu Ciucanu, Marta Soare, 2019, ISPEC.