Producer-Fairness in Sequential Bundle Recommendation.

Marta Soare

Alexandre Rio Marta Soare Sihem Amer-Yahia Producer-Fairness in Sequential Bundle Recommendation. 2025 June abs/2506.20329 CoRR https://doi.org/10.48550/arXiv.2506.20329 db/journals/corr/corr2506.html#abs-2506-20329 streams/journals/corr

Radu Ciucanu Pascal Lafourcade 0001 Marius Lombard-Platet Marta Soare Secure protocols for cumulative reward maximization in stochastic multi-armed bandits. 1-27 2023 31 J. Comput. Secur. 1 https://doi.org/10.3233/JCS-210051 https://www.wikidata.org/entity/Q114943891 db/journals/jcs/jcs31.html#CiucanuLLS23

Radu Ciucanu Anatole Delabrouille Pascal Lafourcade 0001 Marta Soare Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits. 1378-1389 2023 March - April 20 IEEE Trans. Dependable Secur. Comput. 2 https://doi.org/10.1109/TDSC.2022.3154585 db/journals/tdsc/tdsc20.html#CiucanuDLS23

Alexandre Rio Merwan Barlier Igor Colin Marta Soare Multi-Agent Best Arm Identification with Private Communications. 29082-29102 2023 ICML https://proceedings.mlr.press/v202/rio23a.html conf/icml/2023 db/conf/icml/icml2023.html#RioBCS23 Radu Ciucanu Pascal Lafourcade 0001 Gaël Marcadet Marta Soare SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract). 6863-6867 2023 IJCAI https://doi.org/10.24963/ijcai.2023/772 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#Ciucanu0MS23

Radu Ciucanu Pascal Lafourcade 0001 Gaël Marcadet Marta Soare SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits. 737-765 2022 73 J. Artif. Intell. Res. https://doi.org/10.1613/jair.1.13163 db/journals/jair/jair73.html#Ciucanu0MS22

Sotirios Tzamaras Radu Ciucanu Marta Soare Sihem Amer-Yahia FeReD: Federated Reinforcement Learning in the DBMS. 4989-4993 2022 CIKM https://doi.org/10.1145/3511808.3557203 conf/cikm/2022 db/conf/cikm/cikm2022.html#TzamarasCSA22 Radu Ciucanu Marta Soare Sihem Amer-Yahia Implementing Linear Bandits in Off-the-Shelf SQLite. 2:388-2:392 2022 EDBT https://doi.org/10.48786/edbt.2022.27 conf/edbt/2022 db/conf/edbt/edbt2022.html#CiucanuSA22 Gaël Marcadet Radu Ciucanu Pascal Lafourcade 0001 Marta Soare Sihem Amer-Yahia Samba: A System for Secure Federated Multi-Armed Bandits. 3154-3157 2022 ICDE https://doi.org/10.1109/ICDE53745.2022.00286 conf/icde/2022 db/conf/icde/icde2022.html#MarcadetCLSA22 Sandrine Da Col Radu Ciucanu Marta Soare Nassim Bouarour Sihem Amer-Yahia DashBot: An ML-Guided Dashboard Generation System. 4696-4700 2021 CIKM https://doi.org/10.1145/3459637.3481968 conf/cikm/2021 db/conf/cikm/cikm2021.html#ColCSBA21 Radu Ciucanu Anatole Delabrouille Pascal Lafourcade 0001 Marta Soare Secure Cumulative Reward Maximization in Linear Stochastic Bandits. 257-277 2020 ProvSec https://doi.org/10.1007/978-3-030-62576-4_13 conf/provsec/2020 db/conf/provsec/provsec2020.html#CiucanuDLS20 Radu Ciucanu Pascal Lafourcade 0001 Marius Lombard-Platet Marta Soare Secure Outsourcing of Multi-Armed Bandits. 202-209 2020 TrustCom https://doi.org/10.1109/TrustCom50675.2020.00038 conf/trustcom/2020 db/conf/trustcom/trustcom2020.html#Ciucanu0LS20 Radu Ciucanu Pascal Lafourcade 0001 Marius Lombard-Platet Marta Soare Secure Best Arm Identification in Multi-armed Bandits. 152-171 2019 ISPEC https://doi.org/10.1007/978-3-030-34339-2_9 conf/ispec/2019 db/conf/ispec/ispec2019.html#Ciucanu0LS19

Iiris Sundin Tomi Peltola Luana Micallef Homayun Afrabandpey Marta Soare Muntasir Mamun Majumder Pedram Daee Chen He 0003 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. i395-i403 2018 34 Bioinform. 13 https://doi.org/10.1093/bioinformatics/bty257 https://www.wikidata.org/entity/Q55429209 db/journals/bioinformatics/bioinformatics34.html#SundinPMASMDHSH18

Pedram Daee Tomi Peltola Marta Soare Samuel Kaski Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction. 1599-1620 2017 106 Mach. Learn. 9-10 https://doi.org/10.1007/s10994-017-5651-7 https://www.wikidata.org/entity/Q59513038 db/journals/ml/ml106.html#DaeePSK17

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. 547-552 2017 IUI https://doi.org/10.1145/3025171.3025181 https://www.wikidata.org/entity/Q59589283 conf/iui/2017 db/conf/iui/iui2017.html#MicallefSMAPSJK17 Pedram Daee Tomi Peltola Marta Soare Samuel Kaski Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression. 64-66 2017 IAL@PKDD/ECML https://ceur-ws.org/Vol-1924/ialatecml_paper7.pdf conf/pkdd/2017ial db/conf/pkdd/ial2017.html#DaeePSK17

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. 2017 abs/1705.03290 CoRR http://arxiv.org/abs/1705.03290 db/journals/corr/corr1705.html#SundinPMDSAHKM17

Marta Soare Muhammad Ammad-ud-din Samuel Kaski Regression with n→1 by Expert Knowledge Elicitation. 734-739 2016 ICMLA https://doi.org/10.1109/ICMLA.2016.0131 https://doi.ieeecomputersociety.org/10.1109/ICMLA.2016.0131 conf/icmla/2016 db/conf/icmla/icmla2016.html#SoareAK16

Marta Soare Muhammad Ammad-ud-din Samuel Kaski Regression with n$\to$1 by Expert Knowledge Elicitation. 2016 abs/1605.06477 CoRR http://arxiv.org/abs/1605.06477 db/journals/corr/corr1605.html#SoareAK16

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. 2016 abs/1612.02487 CoRR http://arxiv.org/abs/1612.02487 db/journals/corr/corr1612.html#MicallefSMAPSJK16

Pedram Daee Tomi Peltola Marta Soare Samuel Kaski Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction. 2016 abs/1612.03328 CoRR http://arxiv.org/abs/1612.03328 db/journals/corr/corr1612.html#DaeePSK16

Marta Soare Sequential Resource Allocation in Linear Stochastic Bandits . (Allocation séquentielle de ressources dans le modèle de bandit linéaire). 2015 Lille University of Science and Technology, France https://tel.archives-ouvertes.fr/tel-01249224 Marta Soare Alessandro Lazaric Rémi Munos Best-Arm Identification in Linear Bandits. 828-836 2014 NIPS https://proceedings.neurips.cc/paper/2014/hash/f387624df552cea2f369918c5e1e12bc-Abstract.html http://papers.nips.cc/paper/5460-best-arm-identification-in-linear-bandits conf/nips/2014 db/conf/nips/nips2014.html#SoareLM14

Marta Soare Alessandro Lazaric Rémi Munos Best-Arm Identification in Linear Bandits. 2014 abs/1409.6110 CoRR http://arxiv.org/abs/1409.6110 db/journals/corr/corr1409.html#SoareLM14

Homayun Afrabandpey Sihem Amer-Yahia Muhammad Ammad-ud-din Merwan Barlier Nassim Bouarour Radu Ciucanu Sandrine Da Col Igor Colin Pedram Daee Anatole Delabrouille Aki S. Havulinna Chen He 0003 Caroline Heckman Giulio Jacucci Samuel Kaski Pascal Lafourcade 0001 Alessandro Lazaric Marius Lombard-Platet Muntasir Mamun Majumder Gaël Marcadet Pekka Marttinen Luana Micallef Rémi Munos Tomi Peltola Alexandre Rio Baris Serim Iiris Sundin Sotirios Tzamaras