Marta Soare - RankMe

25 papers A* 3A 3B 2C 3Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Producer-Fairness in Sequential Bundle Recommendation. CoRR Alexandre Rio, Marta Soare, Sihem Amer-Yahia
2023	A*	`conf`	Multi-Agent Best Arm Identification with Private Communications. ICML Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare
2023	A*	`conf`	SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract). IJCAI Radu Ciucanu, Pascal Lafourcade, Gaël Marcadet, Marta Soare
2023	J	`jnl`	Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits. IEEE Trans. Dependable Secur. Comput. Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare
2023	J	`jnl`	Secure protocols for cumulative reward maximization in stochastic multi-armed bandits. J. Comput. Secur. Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare
2022	A	`conf`	FeReD: Federated Reinforcement Learning in the DBMS. CIKM Sotirios Tzamaras, Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
2022	B	`conf`	Implementing Linear Bandits in Off-the-Shelf SQLite. EDBT Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
2022	J	`jnl`	SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits. J. Artif. Intell. Res. Radu Ciucanu, Pascal Lafourcade, Gaël Marcadet, Marta Soare
2022	A*	`conf`	Samba: A System for Secure Federated Multi-Armed Bandits. ICDE Gaël Marcadet, Radu Ciucanu, Pascal Lafourcade, Marta Soare, Sihem Amer-Yahia
2021	A	`conf`	DashBot: An ML-Guided Dashboard Generation System. CIKM Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia
2020	C	`conf`	Secure Cumulative Reward Maximization in Linear Stochastic Bandits. ProvSec Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare
2020	B	`conf`	Secure Outsourcing of Multi-Armed Bandits. TrustCom Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare
2019	C	`conf`	Secure Best Arm Identification in Multi-armed Bandits. ISPEC Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare
2018	J	`jnl`	Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. Bioinform. 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
2017	J	`jnl`	Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation. CoRR Iiris Sundin, Tomi Peltola, Muntasir Mamun Majumder, Pedram Daee, Marta Soare, Homayun Afrabandpey, Caroline Heckman, Samuel Kaski, Pekka Marttinen
2017	A	`conf`	Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. IUI Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski
2017	J	`jnl`	Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction. Mach. Learn. Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski
2017	—	`conf`	Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression. IAL@PKDD/ECML Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski
2016	J	`jnl`	Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. CoRR Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski
2016	J	`jnl`	Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction. CoRR Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski
2016	J	`jnl`	Regression with n$\to$1 by Expert Knowledge Elicitation. CoRR Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski
2016	C	`conf`	Regression with n→1 by Expert Knowledge Elicitation. ICMLA Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski
2015	—	`—`	Sequential Resource Allocation in Linear Stochastic Bandits . (Allocation séquentielle de ressources dans le modèle de bandit linéaire). Marta Soare
2014	—	`conf`	Best-Arm Identification in Linear Bandits. NIPS Marta Soare, Alessandro Lazaric, Rémi Munos
2014	J	`jnl`	Best-Arm Identification in Linear Bandits. CoRR Marta Soare, Alessandro Lazaric, Rémi Munos