SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits
Ciucanu, Radu, Lafourcade, Pascal, Marcadet, Gael, Soare, Marta
Published in The Journal of artificial intelligence research (01.01.2022)
Published in The Journal of artificial intelligence research (01.01.2022)
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Journal Article
Secure protocols for cumulative reward maximization in stochastic multi-armed bandits
Ciucanu, Radu, Lafourcade, Pascal, Lombard-Platet, Marius, Soare, Marta
Published in Journal of computer security (01.01.2023)
Published in Journal of computer security (01.01.2023)
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Journal Article
Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge
Sundin, Iiris, Peltola, Tomi, Micallef, Luana, Afrabandpey, Homayun, Soare, Marta, Mamun Majumder, Muntasir, Daee, Pedram, He, Chen, Serim, Baris, Havulinna, Aki, Heckman, Caroline, Jacucci, Giulio, Marttinen, Pekka, Kaski, Samuel
Published in Bioinformatics (01.07.2018)
Published in Bioinformatics (01.07.2018)
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Journal Article
Samba: A System for Secure Federated Multi-Armed Bandits
Marcadet, Gael, Ciucanu, Radu, Lafourcade, Pascal, Soare, Marta, Amer-Yahia, Sihem
Published in 2022 IEEE 38th International Conference on Data Engineering (ICDE) (01.05.2022)
Published in 2022 IEEE 38th International Conference on Data Engineering (ICDE) (01.05.2022)
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Conference Proceeding
Regression with n→1 by Expert Knowledge Elicitation
Soare, Marta, Ammad-Ud-Din, Muhammad, Kaski, Samuel
Published in 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2016)
Published in 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2016)
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Conference Proceeding
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
Micallef, Luana, Sundin, Iiris, Marttinen, Pekka, Ammad-ud-din, Muhammad, Peltola, Tomi, Soare, Marta, Jacucci, Giulio, Kaski, Samuel
Year of Publication 07.12.2016
Year of Publication 07.12.2016
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Journal Article
Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation
Sundin, Iiris, Peltola, Tomi, Muntasir Mamun Majumder, Daee, Pedram, Soare, Marta, Afrabandpey, Homayun, Heckman, Caroline, Kaski, Samuel, Marttinen, Pekka
Published in arXiv.org (09.05.2017)
Published in arXiv.org (09.05.2017)
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